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# 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|
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