region:us
# Yolov7-pose Benchmark results

Benchmark, comparing CPU/iGPU with 3 different processors: 

- i5-1250pe (alder lake)
- i5-1145G7E (tiger lake)
- i7-1185G7E (tiger lake)


3 different models:
- FP16
- Partial QAT (model is quantized but the head is preserved for accuracy)
- int8 QAT (model is fully quantized) 

|Device - Model	|Precision	|Average Latency (ms)	|FPS|
| --- | --- | --- | --- |
|i5-1250pe-CPU	|int8 QAT	|11.63	|85.10|
|i7-1185G7E CPU	|int8 QAT	|13.36	|74.50|
|i7-1185G7E iGPU	|Partial QAT	|13.51	|73.32|
|i7-1185G7E iGPU	|int8 QAT	|13.66	|72.53|
|i5-1250pe-CPU	|Partial QAT	|14.14	|68.75|
|i5-1145G7E CPU	|int8 QAT	|16.32	|61.01|
|i7-1185G7E CPU	|Partial QAT	|17.30	|60.39|
|i7-1185G7E iGPU	|FP16	|17.52	|56.63|
|i5-1145G7E iGPU	|Partial QAT	|17.91	|55.78|
|i5-1145G7E iGPU	|int8 QAT	|17.95	|55.66|
|i5-1250pe-iGPU 	|Partial QAT	|18.99	|51.04|
|i5-1250pe-iGPU	|int8 QAT	|20.12	|49.29|
|i5-1145G7E CPU	|Partial QAT	|20.28	|49.14|
|i5-1250pe-iGPU	|FP16	|21.25	|46.71|
|i5-1145G7E iGPU	|FP16	|23.86	|42.73|
|i7-1185G7E CPU	|FP16	|37.03	|26.96|
|i5-1250pe-CPU	|FP16	|37.83	|26.38|
|i5-1145G7E CPU	|FP16	|44.27	|22.56|
