The benchmark tests will be continuously updated.
Tips
All benchmark tests are conducted using real machine equipment. Due to various reasons, the results of each test device may slightly deviate
| Benchmark | Loops | Total Time | Average Time |
|---|
| Face Detect@160 | 1000 | 553 ms | 0.53 ms |
| Face Detect@320 | 1000 | 1635ms | 1.64ms |
| Face Detect@640 | 1000 | 5903ms | 5.90ms |
| Face Comparison | 1000 | 1ms | 0.001ms |
Note: The above data inference backend uses CoreML.
| 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 |
| 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.
| 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 |
| Benchmark | Loops | Total Time | Average Time |
|---|
| Face Detect@160 | 1000 | 23776ms | 23.78ms |
| Face Detect@320 | 1000 | 33310ms | 33.31ms |
| Face Detect@640 | 1000 | 58631ms | 58.63ms |
| Face Light-Track | 1000 | 15642ms | 15.64ms |
| Face alignment & Extract | 1000 | 15178ms | 15.18ms |
| Face Comparison | 1000 | 23ms | 0.023us |
| Benchmark | Loops | Total Time | Average Time |
|---|
| Face Detect@160 | 1000 | 16946ms | 16.95ms |
| Face Detect@320 | 1000 | 25108ms | 25.11ms |
| Face Detect@640 | 1000 | 68778ms | 68.78ms |
| Face Light-Track | 1000 | 11215ms | 11.22ms |
| Face alignment & Extract | 1000 | 9070ms | 9.07ms |
| Face Comparison | 1000 | 9ms | 0.009ms |
| Benchmark | Loops | Total Time | Average Time |
|---|
| Face Detect@160 | 1000 | 911ms | 0.91ms |
| Face Detect@320 | 1000 | 2374ms | 2.37ms |
| Face Detect@640 | 1000 | 8685ms | 8.685ms |
| Face Light-Track | 1000 | 621ms | 0.62ms |
| Face alignment & Extract | 1000 | 1009ms | 1.01ms |
| Face Comparison | 1000 | 1ms | 0.001ms |
Note: The test results are all calculated by the test programs in the 'cpp/test' subproject.
