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Update the benchmark for apple devices

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JingyuYan
2024-08-18 18:11:55 +08:00
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cpp-package/inspireface/README.md
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## Change Logs
**`2024-08-18`** Updating [Benchmark](doc/Benchmark-Remark(Updating).md): Using CoreML with Apple's Neural Engine (ANE) on the iPhone 13, the combined processes of **Face Detection** + **Alignment** + **Feature Extraction** take less than **2ms**.
**`2024-07-17`** Add global resource statistics monitoring to prevent memory leaks.
**`2024-07-07`** Add some face action detection to the face interaction module.

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cpp-package/inspireface/doc/Benchmark-Remark(Updating).md
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# Benchmark Remark(Updating)
The benchmark tests will be continuously updated.
## Megatron_Apple(ANE, Apple Neural Engine)
### Device: iPhone13, Apple A15
| **Benchmark** | **Loops** | **Total Time** | **Average Time** |
| ---------------------- | --------- | -------------- | ---------------- |
| Face Detect@160 | 1000 | 711 ms | **0.71 ms** |
| Face Detect@192 | 1000 | 832ms | **0.83ms** |
| Face Detect@256 | 1000 | 931ms | **0.92ms** |
| Face Detect@320 | 1000 | 1324ms | **1.32ms** |
| Face Detect@640 | 1000 | 3881ms | **3.88ms** |
| Face Extract(**MNet**) | 1000 | 853ms | **0.85ms** |
| Face Extract(**R50**) | 1000 | 3856ms | **3.86ms** |
**Note: **The above data inference backend uses CoreML.
## Pikachu
### Device: Macbook pro 16-inch, 2019 2.6 GHz Intel Core i7
| **Benchmark** | **Loops** | **Total Time** | **Average Time** |