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The following commit(s) were added to refs/heads/main by this push:
     new a4df311757 🔄 synced local 'docs/benchmarks/' with remote 
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a4df311757 is described below

commit a4df3117577b350236ea81c70aaeabed2c203727
Author: chaokunyang <[email protected]>
AuthorDate: Sun Mar 22 06:46:44 2026 +0000

    🔄 synced local 'docs/benchmarks/' with remote 'docs/benchmarks/'
---
 docs/benchmarks/rust/README.md            | 207 ++++++++++++++++--------------
 docs/benchmarks/rust/mediacontent.png     | Bin 0 -> 54130 bytes
 docs/benchmarks/rust/mediacontentlist.png | Bin 0 -> 54154 bytes
 docs/benchmarks/rust/sample.png           | Bin 0 -> 44641 bytes
 docs/benchmarks/rust/samplelist.png       | Bin 0 -> 46992 bytes
 docs/benchmarks/rust/struct.png           | Bin 0 -> 49558 bytes
 docs/benchmarks/rust/structlist.png       | Bin 0 -> 45987 bytes
 docs/benchmarks/rust/throughput.png       | Bin 0 -> 75422 bytes
 8 files changed, 110 insertions(+), 97 deletions(-)

diff --git a/docs/benchmarks/rust/README.md b/docs/benchmarks/rust/README.md
index 6031d2622f..2c6e439446 100644
--- a/docs/benchmarks/rust/README.md
+++ b/docs/benchmarks/rust/README.md
@@ -1,104 +1,117 @@
-## Performance Comparison Report
+# Rust Benchmark Performance Report
 
-_Generated on 2025-10-26 18:36:41_
+_Generated on 2026-03-20 18:40:46_
 
-How to generate performance report:
+## How to Generate This Report
 
 ```bash
 cd benchmarks/rust
-cargo bench 2>&1 | tee cargo_bench.log
-python benchmark_report.py --log-file cargo_bench.log 
--output-dir=report_output
+cargo bench --bench serialization_bench 2>&1 | tee results/cargo_bench.log
+cargo run --release --bin fory_profiler -- --print-all-serialized-sizes | tee 
results/serialized_sizes.txt
+python benchmark_report.py --log-file results/cargo_bench.log --size-file 
results/serialized_sizes.txt --output-dir results
 ```
 
-### Hardware & OS Info
-
-| Key                  | Value         |
-| -------------------- | ------------- |
-| OS                   | Darwin 24.5.0 |
-| Machine              | arm64         |
-| Processor            | arm           |
-| CPU Cores (Physical) | 12            |
-| CPU Cores (Logical)  | 12            |
-| Total RAM (GB)       | 48.0          |
-
-### Benchmark Plots
-
-**company**
-
-![Company](company.png)
-
-**ecommerce_data**
-
-![Ecommerce Data](ecommerce_data.png)
-
-**person**
-
-![Person](person.png)
-
-**simple_list**
-
-![Simple List](simple_list.png)
-
-**simple_map**
-
-![Simple Map](simple_map.png)
-
-**simple_struct**
-
-![Simple Struct](simple_struct.png)
-
-**system_data**
-
-![System Data](system_data.png)
-
-### Serialize Results
-
-| Datatype       | Size   | Operation | Fory TPS   | JSON TPS   | Protobuf TPS 
| Fastest |
-| -------------- | ------ | --------- | ---------- | ---------- | ------------ 
| ------- |
-| company        | small  | serialize | 10,063,906 | 761,673    | 896,620      
| fory    |
-| company        | medium | serialize | 412,507    | 33,835     | 37,590       
| fory    |
-| company        | large  | serialize | 9,183      | 793        | 880          
| fory    |
-| ecommerce_data | small  | serialize | 2,350,729  | 206,262    | 256,970      
| fory    |
-| ecommerce_data | medium | serialize | 59,977     | 4,699      | 5,242        
| fory    |
-| ecommerce_data | large  | serialize | 3,727      | 266        | 295          
| fory    |
-| person         | small  | serialize | 13,632,522 | 1,345,189  | 1,475,035    
| fory    |
-| person         | medium | serialize | 3,839,656  | 337,610    | 369,031      
| fory    |
-| person         | large  | serialize | 907,853    | 79,631     | 91,408       
| fory    |
-| simple_list    | small  | serialize | 27,726,945 | 4,874,957  | 4,643,172    
| fory    |
-| simple_list    | medium | serialize | 4,770,765  | 401,558    | 397,551      
| fory    |
-| simple_list    | large  | serialize | 606,061    | 41,061     | 44,565       
| fory    |
-| simple_map     | small  | serialize | 22,862,369 | 3,888,025  | 2,695,999    
| fory    |
-| simple_map     | medium | serialize | 2,128,973  | 204,319    | 193,132      
| fory    |
-| simple_map     | large  | serialize | 177,847    | 18,419     | 18,668       
| fory    |
-| simple_struct  | small  | serialize | 35,729,598 | 10,167,045 | 8,633,342    
| fory    |
-| simple_struct  | medium | serialize | 34,988,279 | 9,737,098  | 6,433,350    
| fory    |
-| simple_struct  | large  | serialize | 31,801,558 | 4,545,041  | 7,420,049    
| fory    |
-| system_data    | small  | serialize | 5,382,131  | 468,033    | 569,930      
| fory    |
-| system_data    | medium | serialize | 174,240    | 11,896     | 14,753       
| fory    |
-| system_data    | large  | serialize | 10,671     | 876        | 1,040        
| fory    |
-
-### Deserialize Results
-
-| Datatype       | Size   | Operation   | Fory TPS   | JSON TPS   | Protobuf 
TPS | Fastest |
-| -------------- | ------ | ----------- | ---------- | ---------- | 
------------ | ------- |
-| company        | small  | deserialize | 1,145,593  | 718,597    | 917,431    
  | fory    |
-| company        | medium | deserialize | 35,195     | 24,474     | 25,057     
  | fory    |
-| company        | large  | deserialize | 836        | 623        | 623        
  | fory    |
-| ecommerce_data | small  | deserialize | 278,427    | 183,237    | 241,109    
  | fory    |
-| ecommerce_data | medium | deserialize | 5,622      | 3,820      | 4,249      
  | fory    |
-| ecommerce_data | large  | deserialize | 298        | 204        | 217        
  | fory    |
-| person         | small  | deserialize | 1,924,372  | 1,214,388  | 1,675,631  
  | fory    |
-| person         | medium | deserialize | 371,016    | 265,280    | 266,333    
  | fory    |
-| person         | large  | deserialize | 84,839     | 63,975     | 61,820     
  | fory    |
-| simple_list    | small  | deserialize | 6,129,329  | 3,599,582  | 4,429,286  
  | fory    |
-| simple_list    | medium | deserialize | 460,745    | 305,409    | 337,336    
  | fory    |
-| simple_list    | large  | deserialize | 54,348     | 33,962     | 38,776     
  | fory    |
-| simple_map     | small  | deserialize | 3,686,364  | 3,090,426  | 3,477,051  
  | fory    |
-| simple_map     | medium | deserialize | 171,774    | 126,638    | 119,323    
  | fory    |
-| simple_map     | large  | deserialize | 16,501     | 10,920     | 10,853     
  | fory    |
-| simple_struct  | small  | deserialize | 31,476,235 | 12,948,168 | 28,280,543 
  | fory    |
-| simple_struct  | medium | deserialize | 30,077,902 | 10,431,118 | 23,012,841 
  | fory    |
-| simple_struct  | large  | deserialize | 28,201,585 | 8,955,759  | 23,528,858 
  | fory    |
-| system_data    | small  | deserialize | 644,870    | 421,106    | 549,209    
  | fory    |
-| system_data    | medium | deserialize | 14,322     | 9,205      | 10,565     
  | fory    |
-| system_data    | large  | deserialize | 961        | 634        | 706        
  | fory    |
+## Hardware & OS Info
+
+| Key | Value |
+|-----|-------|
+| OS | Darwin 24.6.0 |
+| Machine | arm64 |
+| Processor | arm |
+| CPU Cores (Physical) | 12 |
+| CPU Cores (Logical) | 12 |
+| Total RAM (GB) | 48.0 |
+| Benchmark Date | 2026-03-20T18:40:44 |
+
+## Benchmark Plots
+
+All class-level plots below show throughput (ops/sec).
+
+### Throughput
+
+<p align="center">
+<img src="throughput.png" width="90%" />
+</p>
+
+### MediaContent
+
+<p align="center">
+<img src="mediacontent.png" width="90%" />
+</p>
+
+### MediaContentList
+
+<p align="center">
+<img src="mediacontentlist.png" width="90%" />
+</p>
+
+### Sample
+
+<p align="center">
+<img src="sample.png" width="90%" />
+</p>
+
+### SampleList
+
+<p align="center">
+<img src="samplelist.png" width="90%" />
+</p>
+
+### Struct
+
+<p align="center">
+<img src="struct.png" width="90%" />
+</p>
+
+### StructList
+
+<p align="center">
+<img src="structlist.png" width="90%" />
+</p>
+
+## Benchmark Results
+
+### Timing Results (nanoseconds)
+
+| Datatype | Operation | fory (ns) | protobuf (ns) | Fastest |
+|----------|-----------|-----------|---------------|---------|
+| Struct | Serialize | 69.6 | 76.8 | fory |
+| Struct | Deserialize | 27.0 | 70.4 | fory |
+| Sample | Serialize | 148.5 | 584.3 | fory |
+| Sample | Deserialize | 350.9 | 983.1 | fory |
+| MediaContent | Serialize | 277.8 | 553.2 | fory |
+| MediaContent | Deserialize | 472.3 | 706.4 | fory |
+| StructList | Serialize | 170.4 | 385.4 | fory |
+| StructList | Deserialize | 96.8 | 294.7 | fory |
+| SampleList | Serialize | 356.2 | 3155.7 | fory |
+| SampleList | Deserialize | 1644.1 | 4361.0 | fory |
+| MediaContentList | Serialize | 657.4 | 2844.0 | fory |
+| MediaContentList | Deserialize | 2397.7 | 3696.6 | fory |
+
+### Throughput Results (ops/sec)
+
+| Datatype | Operation | fory TPS | protobuf TPS | Fastest |
+|----------|-----------|----------|--------------|---------|
+| Struct | Serialize | 14,366,165 | 13,022,359 | fory |
+| Struct | Deserialize | 37,065,866 | 14,202,528 | fory |
+| Sample | Serialize | 6,734,914 | 1,711,537 | fory |
+| Sample | Deserialize | 2,849,409 | 1,017,201 | fory |
+| MediaContent | Serialize | 3,600,230 | 1,807,664 | fory |
+| MediaContent | Deserialize | 2,117,433 | 1,415,689 | fory |
+| StructList | Serialize | 5,866,823 | 2,595,043 | fory |
+| StructList | Deserialize | 10,330,152 | 3,393,051 | fory |
+| SampleList | Serialize | 2,807,333 | 316,887 | fory |
+| SampleList | Deserialize | 608,236 | 229,305 | fory |
+| MediaContentList | Serialize | 1,521,098 | 351,617 | fory |
+| MediaContentList | Deserialize | 417,066 | 270,519 | fory |
+
+### Serialized Data Sizes (bytes)
+
+| Datatype | fory | protobuf |
+|----------|------|----------|
+| Struct | 58 | 61 |
+| Sample | 446 | 375 |
+| MediaContent | 365 | 301 |
+| StructList | 184 | 315 |
+| SampleList | 1980 | 1890 |
+| MediaContentList | 1535 | 1520 |
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