urlyy commented on PR #2737:
URL: https://github.com/apache/fory/pull/2737#issuecomment-3388738443
hardware：
```
Chip: Apple M1 Pro
Total Number of Cores: 10 (8 performance and 2 efficiency)
Memory: 16 GB
```
benchmark output:
```shell
% cargo bench
Running benches/serialization_bench.rs
(/Users/urlyy/workspace/ospp/context-pool/fory/rust/target/release/deps/serialization_bench-a7c52111c25e5717)
Gnuplot not found, using plotters backend
simple_struct/fory_serialize/small
time: [424.90 ns 427.02 ns 429.23 ns]
simple_struct/fory_serialize/medium
time: [461.91 ns 463.65 ns 465.44 ns]
Found 1 outliers among 100 measurements (1.00%)
1 (1.00%) low mild
simple_struct/fory_serialize/large
time: [575.43 ns 577.84 ns 580.42 ns]
simple_struct/fory_deserialize/small
time: [415.83 ns 419.76 ns 423.73 ns]
Found 3 outliers among 100 measurements (3.00%)
1 (1.00%) low severe
2 (2.00%) low mild
simple_struct/fory_deserialize/medium
time: [414.77 ns 417.19 ns 419.66 ns]
Found 1 outliers among 100 measurements (1.00%)
1 (1.00%) low mild
simple_struct/fory_deserialize/large
time: [436.08 ns 437.21 ns 438.37 ns]
Found 2 outliers among 100 measurements (2.00%)
1 (1.00%) low mild
1 (1.00%) high mild
simple_struct/protobuf_serialize/small
time: [160.08 ns 161.12 ns 162.15 ns]
simple_struct/protobuf_serialize/medium
time: [216.48 ns 217.48 ns 218.55 ns]
Found 1 outliers among 100 measurements (1.00%)
1 (1.00%) high mild
simple_struct/protobuf_serialize/large
time: [191.06 ns 193.44 ns 196.05 ns]
Found 7 outliers among 100 measurements (7.00%)
7 (7.00%) high mild
simple_struct/protobuf_deserialize/small
time: [47.335 ns 47.411 ns 47.493 ns]
Found 2 outliers among 100 measurements (2.00%)
2 (2.00%) high mild
simple_struct/protobuf_deserialize/medium
time: [47.771 ns 47.852 ns 47.929 ns]
Found 1 outliers among 100 measurements (1.00%)
1 (1.00%) high mild
simple_struct/protobuf_deserialize/large
time: [58.082 ns 58.653 ns 59.446 ns]
Found 2 outliers among 100 measurements (2.00%)
2 (2.00%) high severe
simple_struct/json_serialize/small
time: [158.41 ns 160.31 ns 162.90 ns]
Found 5 outliers among 100 measurements (5.00%)
2 (2.00%) high mild
3 (3.00%) high severe
simple_struct/json_serialize/medium
time: [153.68 ns 154.80 ns 156.57 ns]
Found 1 outliers among 100 measurements (1.00%)
1 (1.00%) high severe
simple_struct/json_serialize/large
time: [302.87 ns 304.89 ns 307.59 ns]
Found 1 outliers among 100 measurements (1.00%)
1 (1.00%) high severe
simple_struct/json_deserialize/small
time: [111.60 ns 112.27 ns 113.37 ns]
Found 4 outliers among 100 measurements (4.00%)
2 (2.00%) high mild
2 (2.00%) high severe
simple_struct/json_deserialize/medium
time: [131.31 ns 131.59 ns 131.86 ns]
simple_struct/json_deserialize/large
time: [153.18 ns 155.88 ns 160.95 ns]
Found 6 outliers among 100 measurements (6.00%)
2 (2.00%) high mild
4 (4.00%) high severe
simple_list/fory_serialize/small
time: [389.43 ns 397.10 ns 411.53 ns]
Found 2 outliers among 100 measurements (2.00%)
1 (1.00%) high mild
1 (1.00%) high severe
simple_list/fory_serialize/medium
time: [2.1278 µs 2.1797 µs 2.2654 µs]
Found 7 outliers among 100 measurements (7.00%)
2 (2.00%) high mild
5 (5.00%) high severe
simple_list/fory_serialize/large
time: [22.685 µs 22.908 µs 23.161 µs]
Found 8 outliers among 100 measurements (8.00%)
2 (2.00%) high mild
6 (6.00%) high severe
simple_list/fory_deserialize/small
time: [479.99 ns 483.45 ns 487.44 ns]
Found 2 outliers among 100 measurements (2.00%)
1 (1.00%) high mild
1 (1.00%) high severe
simple_list/fory_deserialize/medium
time: [3.5432 µs 3.5561 µs 3.5680 µs]
Found 2 outliers among 100 measurements (2.00%)
1 (1.00%) low severe
1 (1.00%) high mild
simple_list/fory_deserialize/large
time: [28.764 µs 28.852 µs 28.938 µs]
simple_list/protobuf_serialize/small
time: [286.84 ns 289.31 ns 291.58 ns]
Found 1 outliers among 100 measurements (1.00%)
1 (1.00%) high severe
simple_list/protobuf_serialize/medium
time: [3.7468 µs 3.7619 µs 3.7757 µs]
Found 1 outliers among 100 measurements (1.00%)
1 (1.00%) low mild
simple_list/protobuf_serialize/large
time: [34.921 µs 35.218 µs 35.595 µs]
Found 6 outliers among 100 measurements (6.00%)
1 (1.00%) low mild
2 (2.00%) high mild
3 (3.00%) high severe
simple_list/protobuf_deserialize/small
time: [302.38 ns 303.90 ns 305.62 ns]
Found 3 outliers among 100 measurements (3.00%)
1 (1.00%) high mild
2 (2.00%) high severe
simple_list/protobuf_deserialize/medium
time: [4.1577 µs 4.1764 µs 4.1947 µs]
Found 1 outliers among 100 measurements (1.00%)
1 (1.00%) high mild
simple_list/protobuf_deserialize/large
time: [35.338 µs 35.483 µs 35.643 µs]
simple_list/json_serialize/small
time: [283.20 ns 287.40 ns 292.62 ns]
Found 3 outliers among 100 measurements (3.00%)
3 (3.00%) high severe
simple_list/json_serialize/medium
time: [3.6452 µs 3.6536 µs 3.6625 µs]
Found 3 outliers among 100 measurements (3.00%)
3 (3.00%) high severe
simple_list/json_serialize/large
time: [37.841 µs 37.946 µs 38.057 µs]
Found 3 outliers among 100 measurements (3.00%)
1 (1.00%) high mild
2 (2.00%) high severe
simple_list/json_deserialize/small
time: [376.82 ns 379.73 ns 382.66 ns]
simple_list/json_deserialize/medium
time: [4.6179 µs 4.6330 µs 4.6467 µs]
Found 10 outliers among 100 measurements (10.00%)
7 (7.00%) low mild
3 (3.00%) high mild
simple_list/json_deserialize/large
time: [42.099 µs 42.200 µs 42.312 µs]
simple_map/fory_serialize/small
time: [399.45 ns 401.13 ns 402.86 ns]
Found 5 outliers among 100 measurements (5.00%)
3 (3.00%) low mild
2 (2.00%) high mild
simple_map/fory_serialize/medium
time: [4.1269 µs 4.1379 µs 4.1487 µs]
Found 1 outliers among 100 measurements (1.00%)
1 (1.00%) high mild
simple_map/fory_serialize/large
time: [49.107 µs 49.216 µs 49.327 µs]
Found 3 outliers among 100 measurements (3.00%)
3 (3.00%) high mild
simple_map/fory_deserialize/small
time: [632.51 ns 634.34 ns 636.12 ns]
simple_map/fory_deserialize/medium
time: [8.8617 µs 8.8870 µs 8.9113 µs]
Found 3 outliers among 100 measurements (3.00%)
1 (1.00%) low mild
2 (2.00%) high mild
simple_map/fory_deserialize/large
time: [97.345 µs 97.881 µs 98.391 µs]
Found 2 outliers among 100 measurements (2.00%)
2 (2.00%) high mild
simple_map/protobuf_serialize/small
time: [502.44 ns 505.44 ns 508.14 ns]
Found 8 outliers among 100 measurements (8.00%)
3 (3.00%) low mild
4 (4.00%) high mild
1 (1.00%) high severe
simple_map/protobuf_serialize/medium
time: [7.8138 µs 7.8344 µs 7.8540 µs]
Found 4 outliers among 100 measurements (4.00%)
3 (3.00%) low mild
1 (1.00%) high mild
simple_map/protobuf_serialize/large
time: [78.011 µs 78.549 µs 79.168 µs]
Found 4 outliers among 100 measurements (4.00%)
2 (2.00%) high mild
2 (2.00%) high severe
simple_map/protobuf_deserialize/small
time: [407.59 ns 409.64 ns 411.44 ns]
simple_map/protobuf_deserialize/medium
time: [12.638 µs 12.663 µs 12.689 µs]
Found 2 outliers among 100 measurements (2.00%)
2 (2.00%) high mild
simple_map/protobuf_deserialize/large
time: [137.68 µs 138.36 µs 139.02 µs]
Found 2 outliers among 100 measurements (2.00%)
2 (2.00%) high mild
simple_map/json_serialize/small
time: [370.67 ns 372.37 ns 374.00 ns]
Found 7 outliers among 100 measurements (7.00%)
4 (4.00%) low mild
1 (1.00%) high mild
2 (2.00%) high severe
simple_map/json_serialize/medium
time: [7.0914 µs 7.1216 µs 7.1528 µs]
Found 2 outliers among 100 measurements (2.00%)
1 (1.00%) high mild
1 (1.00%) high severe
simple_map/json_serialize/large
time: [74.963 µs 75.379 µs 75.781 µs]
Found 3 outliers among 100 measurements (3.00%)
2 (2.00%) high mild
1 (1.00%) high severe
simple_map/json_deserialize/small
time: [476.58 ns 479.44 ns 481.93 ns]
simple_map/json_deserialize/medium
time: [12.134 µs 12.181 µs 12.239 µs]
Found 4 outliers among 100 measurements (4.00%)
4 (4.00%) high mild
simple_map/json_deserialize/large
time: [139.69 µs 140.17 µs 140.64 µs]
person/fory_serialize/small
time: [1.2056 µs 1.2152 µs 1.2242 µs]
Found 7 outliers among 100 measurements (7.00%)
7 (7.00%) low mild
person/fory_serialize/medium
time: [3.9864 µs 4.0137 µs 4.0431 µs]
Found 1 outliers among 100 measurements (1.00%)
1 (1.00%) high mild
person/fory_serialize/large
time: [17.433 µs 17.506 µs 17.583 µs]
person/fory_deserialize/small
time: [1.5734 µs 1.5836 µs 1.5934 µs]
Found 3 outliers among 100 measurements (3.00%)
3 (3.00%) low mild
person/fory_deserialize/medium
time: [4.9893 µs 5.0138 µs 5.0382 µs]
Found 1 outliers among 100 measurements (1.00%)
1 (1.00%) high mild
person/fory_deserialize/large
time: [18.309 µs 18.368 µs 18.425 µs]
Found 2 outliers among 100 measurements (2.00%)
2 (2.00%) high mild
person/protobuf_serialize/small
time: [908.64 ns 917.79 ns 926.78 ns]
person/protobuf_serialize/medium
time: [3.9573 µs 3.9687 µs 3.9793 µs]
Found 2 outliers among 100 measurements (2.00%)
1 (1.00%) low mild
1 (1.00%) high mild
person/protobuf_serialize/large
time: [16.203 µs 16.250 µs 16.299 µs]
person/protobuf_deserialize/small
time: [812.65 ns 822.49 ns 831.63 ns]
person/protobuf_deserialize/medium
time: [5.4042 µs 5.4244 µs 5.4459 µs]
person/protobuf_deserialize/large
time: [23.055 µs 23.117 µs 23.186 µs]
Found 1 outliers among 100 measurements (1.00%)
1 (1.00%) high mild
person/json_serialize/small
time: [975.02 ns 980.18 ns 985.27 ns]
person/json_serialize/medium
time: [4.1729 µs 4.1878 µs 4.2030 µs]
person/json_serialize/large
time: [17.722 µs 17.771 µs 17.819 µs]
Found 1 outliers among 100 measurements (1.00%)
1 (1.00%) high mild
person/json_deserialize/small
time: [1.0872 µs 1.0950 µs 1.1027 µs]
person/json_deserialize/medium
time: [5.3699 µs 5.3870 µs 5.4029 µs]
Found 3 outliers among 100 measurements (3.00%)
2 (2.00%) high mild
1 (1.00%) high severe
person/json_deserialize/large
time: [23.234 µs 23.315 µs 23.408 µs]
Found 3 outliers among 100 measurements (3.00%)
2 (2.00%) high mild
1 (1.00%) high severe
company/fory_serialize/small
time: [2.1311 µs 2.1399 µs 2.1474 µs]
Found 15 outliers among 100 measurements (15.00%)
12 (12.00%) low mild
2 (2.00%) high mild
1 (1.00%) high severe
company/fory_serialize/medium
time: [42.306 µs 42.539 µs 42.782 µs]
Benchmarking company/fory_serialize/large: Warming up for 3.0000 s
Warning: Unable to complete 100 samples in 5.0s. You may wish to increase
target time to 9.1s, enable flat sampling, or reduce sample count to 50.
company/fory_serialize/large
time: [1.7963 ms 1.8073 ms 1.8206 ms]
Found 8 outliers among 100 measurements (8.00%)
5 (5.00%) low mild
1 (1.00%) high mild
2 (2.00%) high severe
company/fory_deserialize/small
time: [2.6847 µs 2.6953 µs 2.7062 µs]
Found 3 outliers among 100 measurements (3.00%)
1 (1.00%) low mild
2 (2.00%) high severe
company/fory_deserialize/medium
time: [51.254 µs 51.403 µs 51.565 µs]
Found 1 outliers among 100 measurements (1.00%)
1 (1.00%) high mild
Benchmarking company/fory_deserialize/large: Warming up for 3.0000 s
Warning: Unable to complete 100 samples in 5.0s. You may wish to increase
target time to 9.8s, enable flat sampling, or reduce sample count to 50.
company/fory_deserialize/large
time: [1.9172 ms 1.9296 ms 1.9418 ms]
Found 1 outliers among 100 measurements (1.00%)
1 (1.00%) high mild
company/protobuf_serialize/small
time: [1.4973 µs 1.5026 µs 1.5076 µs]
Found 2 outliers among 100 measurements (2.00%)
2 (2.00%) high mild
company/protobuf_serialize/medium
time: [38.229 µs 38.336 µs 38.451 µs]
Found 1 outliers among 100 measurements (1.00%)
1 (1.00%) high mild
Benchmarking company/protobuf_serialize/large: Warming up for 3.0000 s
Warning: Unable to complete 100 samples in 5.0s. You may wish to increase
target time to 8.7s, enable flat sampling, or reduce sample count to 50.
company/protobuf_serialize/large
time: [1.6826 ms 1.6947 ms 1.7065 ms]
company/protobuf_deserialize/small
time: [1.5393 µs 1.5454 µs 1.5515 µs]
company/protobuf_deserialize/medium
time: [56.801 µs 56.988 µs 57.164 µs]
company/protobuf_deserialize/large
time: [2.3166 ms 2.3278 ms 2.3395 ms]
company/json_serialize/small
time: [1.7795 µs 1.7873 µs 1.7951 µs]
company/json_serialize/medium
time: [41.326 µs 41.469 µs 41.616 µs]
Found 1 outliers among 100 measurements (1.00%)
1 (1.00%) high mild
Benchmarking company/json_serialize/large: Warming up for 3.0000 s
Warning: Unable to complete 100 samples in 5.0s. You may wish to increase
target time to 9.3s, enable flat sampling, or reduce sample count to 50.
company/json_serialize/large
time: [1.7983 ms 1.8107 ms 1.8236 ms]
company/json_deserialize/small
time: [1.9320 µs 1.9383 µs 1.9446 µs]
Found 5 outliers among 100 measurements (5.00%)
3 (3.00%) high mild
2 (2.00%) high severe
company/json_deserialize/medium
time: [58.588 µs 58.856 µs 59.178 µs]
Found 6 outliers among 100 measurements (6.00%)
6 (6.00%) high mild
company/json_deserialize/large
time: [2.3914 ms 2.4050 ms 2.4189 ms]
ecommerce_data/fory_serialize/small
time: [6.7558 µs 6.8346 µs 6.9172 µs]
Found 1 outliers among 100 measurements (1.00%)
1 (1.00%) high severe
ecommerce_data/fory_serialize/medium
time: [284.05 µs 285.59 µs 286.96 µs]
Found 9 outliers among 100 measurements (9.00%)
6 (6.00%) low severe
2 (2.00%) low mild
1 (1.00%) high severe
ecommerce_data/fory_serialize/large
time: [4.4903 ms 4.5215 ms 4.5511 ms]
Found 9 outliers among 100 measurements (9.00%)
9 (9.00%) low mild
ecommerce_data/fory_deserialize/small
time: [10.123 µs 10.172 µs 10.213 µs]
Found 2 outliers among 100 measurements (2.00%)
2 (2.00%) high mild
ecommerce_data/fory_deserialize/medium
time: [378.81 µs 380.53 µs 382.42 µs]
Found 2 outliers among 100 measurements (2.00%)
2 (2.00%) high mild
ecommerce_data/fory_deserialize/large
time: [6.0711 ms 6.0923 ms 6.1142 ms]
ecommerce_data/protobuf_serialize/small
time: [5.4077 µs 5.4324 µs 5.4568 µs]
Found 3 outliers among 100 measurements (3.00%)
3 (3.00%) high mild
ecommerce_data/protobuf_serialize/medium
time: [271.99 µs 273.07 µs 274.16 µs]
Found 5 outliers among 100 measurements (5.00%)
3 (3.00%) low mild
1 (1.00%) high mild
1 (1.00%) high severe
ecommerce_data/protobuf_serialize/large
time: [4.7630 ms 4.7920 ms 4.8212 ms]
ecommerce_data/protobuf_deserialize/small
time: [5.8864 µs 5.9081 µs 5.9300 µs]
Found 1 outliers among 100 measurements (1.00%)
1 (1.00%) high mild
ecommerce_data/protobuf_deserialize/medium
time: [341.41 µs 342.68 µs 344.05 µs]
Found 2 outliers among 100 measurements (2.00%)
1 (1.00%) high mild
1 (1.00%) high severe
ecommerce_data/protobuf_deserialize/large
time: [6.6111 ms 6.6346 ms 6.6586 ms]
Found 1 outliers among 100 measurements (1.00%)
1 (1.00%) high mild
ecommerce_data/json_serialize/small
time: [6.4327 µs 6.4583 µs 6.4856 µs]
ecommerce_data/json_serialize/medium
time: [286.84 µs 288.20 µs 289.50 µs]
Found 1 outliers among 100 measurements (1.00%)
1 (1.00%) high severe
ecommerce_data/json_serialize/large
time: [5.0835 ms 5.1090 ms 5.1360 ms]
Found 8 outliers among 100 measurements (8.00%)
1 (1.00%) low mild
6 (6.00%) high mild
1 (1.00%) high severe
ecommerce_data/json_deserialize/small
time: [7.4882 µs 7.5091 µs 7.5307 µs]
Found 2 outliers among 100 measurements (2.00%)
1 (1.00%) high mild
1 (1.00%) high severe
ecommerce_data/json_deserialize/medium
time: [386.47 µs 388.28 µs 390.20 µs]
ecommerce_data/json_deserialize/large
time: [7.4075 ms 7.4412 ms 7.4754 ms]
system_data/fory_serialize/small
time: [2.9067 µs 2.9176 µs 2.9301 µs]
Found 7 outliers among 100 measurements (7.00%)
6 (6.00%) high mild
1 (1.00%) high severe
system_data/fory_serialize/medium
time: [116.97 µs 117.28 µs 117.59 µs]
Found 8 outliers among 100 measurements (8.00%)
1 (1.00%) low mild
3 (3.00%) high mild
4 (4.00%) high severe
Benchmarking system_data/fory_serialize/large: Warming up for 3.0000 s
Warning: Unable to complete 100 samples in 5.0s. You may wish to increase
target time to 8.3s, enable flat sampling, or reduce sample count to 50.
system_data/fory_serialize/large
time: [1.6159 ms 1.6208 ms 1.6261 ms]
Found 2 outliers among 100 measurements (2.00%)
2 (2.00%) high mild
system_data/fory_deserialize/small
time: [4.4536 µs 4.4689 µs 4.4830 µs]
system_data/fory_deserialize/medium
time: [156.04 µs 156.54 µs 157.06 µs]
Found 1 outliers among 100 measurements (1.00%)
1 (1.00%) high mild
system_data/fory_deserialize/large
time: [2.0184 ms 2.0337 ms 2.0486 ms]
system_data/protobuf_serialize/small
time: [2.4219 µs 2.4348 µs 2.4478 µs]
Found 3 outliers among 100 measurements (3.00%)
1 (1.00%) low mild
2 (2.00%) high mild
system_data/protobuf_serialize/medium
time: [100.88 µs 101.13 µs 101.37 µs]
Found 2 outliers among 100 measurements (2.00%)
2 (2.00%) high mild
Benchmarking system_data/protobuf_serialize/large: Warming up for 3.0000 s
Warning: Unable to complete 100 samples in 5.0s. You may wish to increase
target time to 7.3s, enable flat sampling, or reduce sample count to 50.
system_data/protobuf_serialize/large
time: [1.3943 ms 1.4021 ms 1.4096 ms]
Found 1 outliers among 100 measurements (1.00%)
1 (1.00%) high mild
system_data/protobuf_deserialize/small
time: [2.5470 µs 2.5547 µs 2.5625 µs]
system_data/protobuf_deserialize/medium
time: [138.03 µs 138.36 µs 138.68 µs]
Found 2 outliers among 100 measurements (2.00%)
1 (1.00%) low mild
1 (1.00%) high mild
system_data/protobuf_deserialize/large
time: [2.0790 ms 2.0884 ms 2.0983 ms]
Found 3 outliers among 100 measurements (3.00%)
2 (2.00%) high mild
1 (1.00%) high severe
system_data/json_serialize/small
time: [2.8893 µs 2.9007 µs 2.9131 µs]
Found 3 outliers among 100 measurements (3.00%)
1 (1.00%) low mild
2 (2.00%) high mild
system_data/json_serialize/medium
time: [119.45 µs 119.78 µs 120.10 µs]
Found 2 outliers among 100 measurements (2.00%)
1 (1.00%) high mild
1 (1.00%) high severe
Benchmarking system_data/json_serialize/large: Warming up for 3.0000 s
Warning: Unable to complete 100 samples in 5.0s. You may wish to increase
target time to 8.2s, enable flat sampling, or reduce sample count to 50.
system_data/json_serialize/large
time: [1.6088 ms 1.6168 ms 1.6250 ms]
system_data/json_deserialize/small
time: [3.2962 µs 3.3065 µs 3.3162 µs]
Found 1 outliers among 100 measurements (1.00%)
1 (1.00%) high mild
system_data/json_deserialize/medium
time: [158.99 µs 159.49 µs 160.02 µs]
Found 1 outliers among 100 measurements (1.00%)
1 (1.00%) high severe
system_data/json_deserialize/large
time: [2.2753 ms 2.2836 ms 2.2919 ms]
```
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