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Merge branch 'main' of github.com:microsoft/nn-Meter
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lzhani committed Aug 2, 2021
2 parents a24aa3b + 4dc7a28 commit 50537db
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Expand Up @@ -2,12 +2,12 @@ nn-Meter is a novel and efficient system to accurately predict the inference lat

The current supported hardware and inference frameworks:

| Abbr. | Device | Framework | Processor | +-10% Accuracy | Hardware name |
| :---: | :-----------------: | :------------: | :------------: | :-------------: | :--------------------------------: |
| CPU | Pixel4 | TFLite v2.1 | CortexA76 CPU | 99.0% | **cortexA76cpu_tflite21** |
| GPU | Mi9 | TFLite v2.1 | Adreno 640 GPU | 99.1% | **adreno640gpu_tflite21** |
| GPU1 | Pixel3XL | TFLite v2.1 | Adreno 630 GPU | 99.0% | **adreno630gpu_tflite21** |
| VPU | Intel Movidius NCS2 | OpenVINO2019R2 | Myriad VPU | 83.4% | **myriadvpu_openvino2019r2** |
| Device | Framework | Processor | +-10% Accuracy | Hardware name |
| :-----------------: | :------------: | :------------: | :-------------: | :--------------------------------: |
| Pixel4 | TFLite v2.1 | CortexA76 CPU | 99.0% | **cortexA76cpu_tflite21** |
| Mi9 | TFLite v2.1 | Adreno 640 GPU | 99.1% | **adreno640gpu_tflite21** |
| Pixel3XL | TFLite v2.1 | Adreno 630 GPU | 99.0% | **adreno630gpu_tflite21** |
| Intel Movidius NCS2 | OpenVINO2019R2 | Myriad VPU | 83.4% | **myriadvpu_openvino2019r2** |

*nn-Meter has achieved the **Mobisys 21 Best Paper Award!** For more details, please check out paper:*

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