mirror of
https://github.com/blakeblackshear/frigate.git
synced 2025-07-26 13:47:03 +02:00
Add more hardware stats (#16613)
This commit is contained in:
parent
7e6a241e03
commit
cc99330063
@ -55,21 +55,22 @@ Inference speeds vary greatly depending on the CPU or GPU used, some known examp
|
||||
|
||||
| Name | MobileNetV2 Inference Time | YOLO-NAS Inference Time | Notes |
|
||||
| -------------------- | -------------------------- | ------------------------- | -------------------------------------- |
|
||||
| Intel Celeron J4105 | ~ 25 ms | | Can only run one detector instance |
|
||||
| Intel Celeron N3060 | 130 - 150 ms | | Can only run one detector instance |
|
||||
| Intel Celeron N3205U | ~ 120 ms | | Can only run one detector instance |
|
||||
| Intel Celeron N4020 | 50 - 200 ms | | Inference speed depends on other loads |
|
||||
| Intel i3 6100T | 15 - 35 ms | | Can only run one detector instance |
|
||||
| Intel i3 8100 | ~ 15 ms | | |
|
||||
| Intel i5 4590 | ~ 20 ms | | |
|
||||
| Intel i5 6500 | ~ 15 ms | | |
|
||||
| Intel i5 7200u | 15 - 25 ms | | |
|
||||
| Intel i5 7500 | ~ 15 ms | | |
|
||||
| Intel i5 1135G7 | 10 - 15 ms | | |
|
||||
| Intel i3 12000 | | 320: ~ 19 ms 640: ~ 54 ms | |
|
||||
| Intel i5 12600K | ~ 15 ms | 320: ~ 20 ms 640: ~ 46 ms | |
|
||||
| Intel Arc A380 | ~ 6 ms | 320: ~ 10 ms | |
|
||||
| Intel Arc A750 | ~ 4 ms | 320: ~ 8 ms | |
|
||||
| Intel Arc A750 | ~ 4 ms | 320: ~ 8 ms | |
|
||||
| Intel Arc A380 | ~ 6 ms | 320: ~ 10 ms | |
|
||||
| Intel Ultra 5 125H | | 320: ~ 10 ms 640: ~ 22 ms | |
|
||||
| Intel i5 12600K | ~ 15 ms | 320: ~ 20 ms 640: ~ 46 ms | |
|
||||
| Intel i3 12000 | | 320: ~ 19 ms 640: ~ 54 ms | |
|
||||
| Intel i5 1135G7 | 10 - 15 ms | | |
|
||||
| Intel i5 7500 | ~ 15 ms | | |
|
||||
| Intel i5 7200u | 15 - 25 ms | | |
|
||||
| Intel i5 6500 | ~ 15 ms | | |
|
||||
| Intel i5 4590 | ~ 20 ms | | |
|
||||
| Intel i3 8100 | ~ 15 ms | | |
|
||||
| Intel i3 6100T | 15 - 35 ms | | Can only run one detector instance |
|
||||
| Intel Celeron N4020 | 50 - 200 ms | | Inference speed depends on other loads |
|
||||
| Intel Celeron N3205U | ~ 120 ms | | Can only run one detector instance |
|
||||
| Intel Celeron N3060 | 130 - 150 ms | | Can only run one detector instance |
|
||||
| Intel Celeron J4105 | ~ 25 ms | | Can only run one |
|
||||
|
||||
### TensorRT - Nvidia GPU
|
||||
|
||||
@ -80,13 +81,13 @@ Inference speeds will vary greatly depending on the GPU and the model used.
|
||||
|
||||
| Name | YoloV7 Inference Time | YOLO-NAS Inference Time |
|
||||
| --------------- | --------------------- | ------------------------- |
|
||||
| GTX 1060 6GB | ~ 7 ms | |
|
||||
| GTX 1070 | ~ 6 ms | |
|
||||
| GTX 1660 SUPER | ~ 4 ms | |
|
||||
| RTX 3050 | 5 - 7 ms | 320: ~ 10 ms 640: ~ 16 ms |
|
||||
| RTX 3070 Mobile | ~ 5 ms | |
|
||||
| Quadro P400 2GB | 20 - 25 ms | |
|
||||
| Quadro P2000 | ~ 12 ms | |
|
||||
| Quadro P2000 | ~ 12 ms | |
|
||||
| Quadro P400 2GB | 20 - 25 ms | |
|
||||
| RTX 3070 Mobile | ~ 5 ms | |
|
||||
| RTX 3050 | 5 - 7 ms | 320: ~ 10 ms 640: ~ 16 ms |
|
||||
| GTX 1660 SUPER | ~ 4 ms | |
|
||||
| GTX 1070 | ~ 6 ms | |
|
||||
| GTX 1060 6GB | ~ 7 ms | |
|
||||
|
||||
### AMD GPUs
|
||||
|
||||
|
Loading…
Reference in New Issue
Block a user