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Add info about tensorrt detectors and link to docs

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Nick Mowen 2022-12-30 08:23:41 -07:00
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docs/docs/frigate/hardware.md
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@ -68,9 +68,13 @@ Inference speeds vary greatly depending on the CPU, GPU, or VPU used, some known
The TensortRT detector is able to run on x86 hosts that have an Nvidia GPU. The TensortRT detector is able to run on x86 hosts that have an Nvidia GPU.
Inference speeds will vary depending on the model, some known examples are below: Inference speeds will vary greatly depending on the GPU and the model used.
`tiny` variants are faster than the equivalent non-tiny model, some known examples are below:
TODO | Name | Model | Inference Speed |
| -------- | --------------- | --------------- |
| RTX 3050 | yolov4-tiny-416 | ~ 5 ms |
| RTX 3050 | yolov7-tiny-416 | ~ 6 ms |
## What does Frigate use the CPU for and what does it use a detector for? (ELI5 Version) ## What does Frigate use the CPU for and what does it use a detector for? (ELI5 Version)