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
Device: Mac mini 2023 , Apple M2
Benchmark Loops Total Time Average Time
Face Detect@160
1000
414 ms
0.45 ms
Face Detect@192
1000
574ms
0.57ms
Face Detect@256
1000
769ms
0.77ms
Face Detect@320
1000
1073ms
1.07ms
Face Detect@640
1000
3743ms
3.74ms
Face Extract(MNet )
1000
573ms
0.57ms
Face Extract(R50 )
1000
3527ms
3.53ms
Note : The above data inference backend uses CoreML.
Device: Macbook pro 16-inch, 2019 2.6 GHz Intel Core i7
Benchmark Loops Total Time Average Time
Face Detect@160
1000
4170.91578 ms
4.1709 ms
Face Detect@320
1000
8493.06583 ms
8.4893 ms
Face Detect@640
1000
25808.39749 ms
25.808 ms
Face Light-Track
1000
1957.73 ms
1.9577 ms
Face alignment & Extract
1000
6139.67 ms
6.1397 ms
Face Comparison
1000
0.24ms
0.0002ms
Search Face from 1k
1000
72.39ms
0.07ms
Search Face from 5k
1000
364.21ms
0.36ms
Search Face from 10k
1000
1193.26ms
1.19ms
Benchmark Loops Total Time Average Time
Face Detect@160
1000
17342.88616ms
17.34289ms
Face Detect@320
1000
22638.11865ms
22.63812ms
Face Detect@640
1000
39745.28562ms
39.74529ms
Face Light-Track
1000
8858.03802ms
8.85804ms
Face alignment & Extract
1000
42352.03367ms
42.35203ms
Face Comparison
1000
1.30754ms
0.00131ms
Search Face from 1k
1000
3198.13874ms
3.19814ms
Search Face from 5k
1000
15745.00533ms
15.74501ms
Search Face from 10k
1000
31267.2301ms
31.26723ms
Note : The test results are all calculated by the test programs in the 'cpp/test ' subproject.