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Add more hardware stats (#16613)
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@ -55,21 +55,22 @@ Inference speeds vary greatly depending on the CPU or GPU used, some known examp
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| Name | MobileNetV2 Inference Time | YOLO-NAS Inference Time | Notes |
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| Name | MobileNetV2 Inference Time | YOLO-NAS Inference Time | Notes |
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| -------------------- | -------------------------- | ------------------------- | -------------------------------------- |
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| -------------------- | -------------------------- | ------------------------- | -------------------------------------- |
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| Intel Celeron J4105 | ~ 25 ms | | Can only run one detector instance |
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| Intel Arc A750 | ~ 4 ms | 320: ~ 8 ms | |
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| Intel Celeron N3060 | 130 - 150 ms | | Can only run one detector instance |
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| Intel Arc A380 | ~ 6 ms | 320: ~ 10 ms | |
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| Intel Celeron N3205U | ~ 120 ms | | Can only run one detector instance |
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| Intel Ultra 5 125H | | 320: ~ 10 ms 640: ~ 22 ms | |
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| Intel Celeron N4020 | 50 - 200 ms | | Inference speed depends on other loads |
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| Intel i5 12600K | ~ 15 ms | 320: ~ 20 ms 640: ~ 46 ms | |
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| Intel i3 6100T | 15 - 35 ms | | Can only run one detector instance |
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| Intel i3 12000 | | 320: ~ 19 ms 640: ~ 54 ms | |
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| Intel i3 8100 | ~ 15 ms | | |
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| Intel i5 1135G7 | 10 - 15 ms | | |
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| Intel i5 4590 | ~ 20 ms | | |
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| Intel i5 7500 | ~ 15 ms | | |
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| Intel i5 6500 | ~ 15 ms | | |
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| Intel i5 7200u | 15 - 25 ms | | |
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| Intel i5 7200u | 15 - 25 ms | | |
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| Intel i5 6500 | ~ 15 ms | | |
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| Intel i5 7500 | ~ 15 ms | | |
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| Intel i5 4590 | ~ 20 ms | | |
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| Intel i5 1135G7 | 10 - 15 ms | | |
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| Intel i3 8100 | ~ 15 ms | | |
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| Intel i3 12000 | | 320: ~ 19 ms 640: ~ 54 ms | |
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| Intel i3 6100T | 15 - 35 ms | | Can only run one detector instance |
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| Intel i5 12600K | ~ 15 ms | 320: ~ 20 ms 640: ~ 46 ms | |
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| Intel Celeron N4020 | 50 - 200 ms | | Inference speed depends on other loads |
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| Intel Arc A380 | ~ 6 ms | 320: ~ 10 ms | |
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| Intel Celeron N3205U | ~ 120 ms | | Can only run one detector instance |
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| Intel Arc A750 | ~ 4 ms | 320: ~ 8 ms | |
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| Intel Celeron N3060 | 130 - 150 ms | | Can only run one detector instance |
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| Intel Celeron J4105 | ~ 25 ms | | Can only run one |
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### TensorRT - Nvidia GPU
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### TensorRT - Nvidia GPU
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@ -80,13 +81,13 @@ Inference speeds will vary greatly depending on the GPU and the model used.
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| Name | YoloV7 Inference Time | YOLO-NAS Inference Time |
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| Name | YoloV7 Inference Time | YOLO-NAS Inference Time |
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| --------------- | --------------------- | ------------------------- |
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| --------------- | --------------------- | ------------------------- |
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| GTX 1060 6GB | ~ 7 ms | |
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| Quadro P2000 | ~ 12 ms | |
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| GTX 1070 | ~ 6 ms | |
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| Quadro P400 2GB | 20 - 25 ms | |
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| GTX 1660 SUPER | ~ 4 ms | |
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| RTX 3070 Mobile | ~ 5 ms | |
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| RTX 3050 | 5 - 7 ms | 320: ~ 10 ms 640: ~ 16 ms |
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| RTX 3050 | 5 - 7 ms | 320: ~ 10 ms 640: ~ 16 ms |
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| RTX 3070 Mobile | ~ 5 ms | |
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| GTX 1660 SUPER | ~ 4 ms | |
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| Quadro P400 2GB | 20 - 25 ms | |
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| GTX 1070 | ~ 6 ms | |
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| Quadro P2000 | ~ 12 ms | |
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| GTX 1060 6GB | ~ 7 ms | |
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### AMD GPUs
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### AMD GPUs
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