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Add examples of intel inference times from survey answers #5332

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Add examples of intel inference times from survey answers #5332

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Add examples of intel inference times from survey answers
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@NickM-27
NickM-27 committed Feb 1, 2023
commit 8b1e4a5eb8b2d6ab7401dc194d4f9f29726ac861
21 changes: 15 additions & 6 deletions docs/docs/frigate/hardware.md
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Expand Up @@ -57,12 +57,21 @@ 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:

| 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 i5 1135G7 | 10 - 15 ms | |
| Name | Inference Speed | Notes |
| -------------------- | --------------- | --------------------------------------------------------------------- |
| 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 12600K | ~ 15 ms | Inference speeds on CPU were ~ 35 ms |

### TensorRT

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