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Add examples of intel inference times from survey answers (#5332)

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Nicolas Mowen 2023-02-01 17:10:24 -07:00 committed by GitHub
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docs/docs/frigate/hardware.md
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@ -58,11 +58,20 @@ More information is available [in the detector docs](/configuration/detectors#op
Inference speeds vary greatly depending on the CPU, GPU, or VPU used, some known examples are below: Inference speeds vary greatly depending on the CPU, GPU, or VPU used, some known examples are below:
| Name | Inference Speed | Notes | | Name | Inference Speed | Notes |
| ------------------- | --------------- | --------------------------------------------------------------------- | | -------------------- | --------------- | --------------------------------------------------------------------- |
| Intel Celeron J4105 | ~ 25 ms | Inference speeds on CPU were ~ 150 ms |
| Intel Celeron N4020 | 50 - 200 ms | Inference speeds on CPU were ~ 800 ms, greatly depends on other loads |
| Intel NCS2 VPU | 60 - 65 ms | May vary based on host device | | Intel NCS2 VPU | 60 - 65 ms | May vary based on host device |
| Intel Celeron J4105 | ~ 25 ms | Inference speeds on CPU were 150 - 200 ms |
| Intel Celeron N3060 | 130 - 150 ms | Inference speeds on CPU were ~ 550 ms |
| Intel Celeron N3205U | ~ 120 ms | Inference speeds on CPU were ~ 380 ms |
| Intel Celeron N4020 | 50 - 200 ms | Inference speeds on CPU were ~ 800 ms, greatly depends on other loads |
| Intel i3 6100T | 15 - 35 ms | Inference speeds on CPU were 60 - 120 ms |
| Intel i3 8100 | ~ 15 ms | Inference speeds on CPU were ~ 65 ms |
| Intel i5 4590 | ~ 20 ms | Inference speeds on CPU were ~ 230 ms |
| Intel i5 6500 | ~ 15 ms | Inference speeds on CPU were ~ 150 ms |
| Intel i5 7200u | 15 - 25 ms | Inference speeds on CPU were ~ 150 ms |
| Intel i5 7500 | ~ 15 ms | Inference speeds on CPU were ~ 260 ms |
| Intel i5 1135G7 | 10 - 15 ms | | | Intel i5 1135G7 | 10 - 15 ms | |
| Intel i5 12600K | ~ 15 ms | Inference speeds on CPU were ~ 35 ms |
### TensorRT ### TensorRT