v0.50.2
Browse filesSee https://github.com/qualcomm/ai-hub-models/releases/v0.50.2 for changelog.
- README.md +73 -73
- release_assets.json +1 -1
README.md
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@@ -27,12 +27,12 @@ Below are pre-exported model assets ready for deployment.
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| Runtime | Precision | Chipset | SDK Versions | Download |
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|---|---|---|---|---|
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| ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.
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| ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.
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| QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_122ns_lowres/releases/v0.50.
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| QNN_DLC | w8a8 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_122ns_lowres/releases/v0.50.
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| TFLITE | float | Universal | QAIRT 2.43, TFLite 2.
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| TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.
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For more device-specific assets and performance metrics, visit **[FFNet-122NS-LowRes on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/ffnet_122ns_lowres)**.
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@@ -63,73 +63,73 @@ See our repository for [FFNet-122NS-LowRes on GitHub](https://github.com/qualcom
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## Performance Summary
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| Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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|---|---|---|---|---|---|---
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| FFNet-122NS-LowRes | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.
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| FFNet-122NS-LowRes | ONNX | float | Snapdragon® X2 Elite | 3.
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| FFNet-122NS-LowRes | ONNX | float | Snapdragon® X Elite | 9.
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| FFNet-122NS-LowRes | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 7.
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| FFNet-122NS-LowRes | ONNX | float | Qualcomm® QCS8550 (Proxy) | 9.
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| FFNet-122NS-LowRes | ONNX | float | Qualcomm® QCS9075 | 10.
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| FFNet-122NS-LowRes | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 6.
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| FFNet-122NS-LowRes | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.
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| FFNet-122NS-LowRes | ONNX | w8a8 | Snapdragon® X2 Elite | 1.
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| FFNet-122NS-LowRes | ONNX | w8a8 | Snapdragon® X Elite | 2.
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| FFNet-122NS-LowRes | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.
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| FFNet-122NS-LowRes | ONNX | w8a8 | Qualcomm® QCS6490 | 91.
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| FFNet-122NS-LowRes | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 2.
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| FFNet-122NS-LowRes | ONNX | w8a8 | Qualcomm® QCS9075 | 3.
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| FFNet-122NS-LowRes | ONNX | w8a8 | Qualcomm® QCM6690 | 85.
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| FFNet-122NS-LowRes | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.
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| FFNet-122NS-LowRes | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile |
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| FFNet-122NS-LowRes | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.
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| FFNet-122NS-LowRes | QNN_DLC | float | Snapdragon® X2 Elite | 6.
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| FFNet-122NS-LowRes | QNN_DLC | float | Snapdragon® X Elite | 12.
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| FFNet-122NS-LowRes | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 8.
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| FFNet-122NS-LowRes | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 39.
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| FFNet-122NS-LowRes | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 12.
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| FFNet-122NS-LowRes | QNN_DLC | float | Qualcomm® SA8775P | 16.
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| FFNet-122NS-LowRes | QNN_DLC | float | Qualcomm® QCS9075 | 16.
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| FFNet-122NS-LowRes | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) |
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| FFNet-122NS-LowRes | QNN_DLC | float | Qualcomm® SA7255P | 39.
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| FFNet-122NS-LowRes | QNN_DLC | float | Qualcomm® SA8295P | 17.
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| FFNet-122NS-LowRes | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 6.
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| FFNet-122NS-LowRes | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.
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| 96 |
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| FFNet-122NS-LowRes | QNN_DLC | w8a8 | Snapdragon® X2 Elite |
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| FFNet-122NS-LowRes | QNN_DLC | w8a8 | Snapdragon® X Elite | 4.
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| FFNet-122NS-LowRes | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 3.
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| FFNet-122NS-LowRes | QNN_DLC | w8a8 | Qualcomm® QCS6490 |
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| FFNet-122NS-LowRes | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 9.
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| FFNet-122NS-LowRes | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 4.
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| FFNet-122NS-LowRes | QNN_DLC | w8a8 | Qualcomm® SA8775P | 4.
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| FFNet-122NS-LowRes | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 5.
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| FFNet-122NS-LowRes | QNN_DLC | w8a8 | Qualcomm® QCM6690 |
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| FFNet-122NS-LowRes | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 6.
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| FFNet-122NS-LowRes | QNN_DLC | w8a8 | Qualcomm® SA7255P | 9.
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| 107 |
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| FFNet-122NS-LowRes | QNN_DLC | w8a8 | Qualcomm® SA8295P | 6.
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| 108 |
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| FFNet-122NS-LowRes | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 2.
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| 109 |
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| FFNet-122NS-LowRes | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 5.
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| FFNet-122NS-LowRes | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.
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| FFNet-122NS-LowRes | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 8.
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| FFNet-122NS-LowRes | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 39.
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| 113 |
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| FFNet-122NS-LowRes | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 12.
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| 114 |
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| FFNet-122NS-LowRes | TFLITE | float | Qualcomm® SA8775P | 16.
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| 115 |
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| FFNet-122NS-LowRes | TFLITE | float | Qualcomm® QCS9075 | 16.
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| 116 |
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| FFNet-122NS-LowRes | TFLITE | float | Qualcomm® QCS8450 (Proxy) |
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| FFNet-122NS-LowRes | TFLITE | float | Qualcomm® SA7255P | 39.
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| FFNet-122NS-LowRes | TFLITE | float | Qualcomm® SA8295P |
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| FFNet-122NS-LowRes | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 6.
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| FFNet-122NS-LowRes | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.
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| 121 |
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| FFNet-122NS-LowRes | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.
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| 122 |
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| FFNet-122NS-LowRes | TFLITE | w8a8 | Qualcomm® QCS6490 |
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| FFNet-122NS-LowRes | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 5.
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| FFNet-122NS-LowRes | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 2.
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| 125 |
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| FFNet-122NS-LowRes | TFLITE | w8a8 | Qualcomm® SA8775P | 3.
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| 126 |
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| FFNet-122NS-LowRes | TFLITE | w8a8 | Qualcomm® QCS9075 | 3.
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| 127 |
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| FFNet-122NS-LowRes | TFLITE | w8a8 | Qualcomm® QCM6690 |
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| 128 |
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| FFNet-122NS-LowRes | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 3.
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| FFNet-122NS-LowRes | TFLITE | w8a8 | Qualcomm® SA7255P | 5.
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| FFNet-122NS-LowRes | TFLITE | w8a8 | Qualcomm® SA8295P | 3.
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| 131 |
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| FFNet-122NS-LowRes | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.
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| FFNet-122NS-LowRes | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 3.
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## License
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* The license for the original implementation of FFNet-122NS-LowRes can be found
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| Runtime | Precision | Chipset | SDK Versions | Download |
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|---|---|---|---|---|
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| 30 |
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| ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_122ns_lowres/releases/v0.50.2/ffnet_122ns_lowres-onnx-float.zip)
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| ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_122ns_lowres/releases/v0.50.2/ffnet_122ns_lowres-onnx-w8a8.zip)
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| QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_122ns_lowres/releases/v0.50.2/ffnet_122ns_lowres-qnn_dlc-float.zip)
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| QNN_DLC | w8a8 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_122ns_lowres/releases/v0.50.2/ffnet_122ns_lowres-qnn_dlc-w8a8.zip)
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| TFLITE | float | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_122ns_lowres/releases/v0.50.2/ffnet_122ns_lowres-tflite-float.zip)
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| TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_122ns_lowres/releases/v0.50.2/ffnet_122ns_lowres-tflite-w8a8.zip)
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For more device-specific assets and performance metrics, visit **[FFNet-122NS-LowRes on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/ffnet_122ns_lowres)**.
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## Performance Summary
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| Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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| 65 |
|---|---|---|---|---|---|---
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| 66 |
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| FFNet-122NS-LowRes | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.499 ms | 2 - 181 MB | NPU
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| 67 |
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| FFNet-122NS-LowRes | ONNX | float | Snapdragon® X2 Elite | 3.596 ms | 57 - 57 MB | NPU
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| 68 |
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| FFNet-122NS-LowRes | ONNX | float | Snapdragon® X Elite | 9.047 ms | 56 - 56 MB | NPU
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| 69 |
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| FFNet-122NS-LowRes | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 7.949 ms | 7 - 226 MB | NPU
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| FFNet-122NS-LowRes | ONNX | float | Qualcomm® QCS8550 (Proxy) | 9.831 ms | 0 - 60 MB | NPU
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| 71 |
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| FFNet-122NS-LowRes | ONNX | float | Qualcomm® QCS9075 | 10.222 ms | 6 - 14 MB | NPU
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| FFNet-122NS-LowRes | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 6.395 ms | 2 - 180 MB | NPU
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| FFNet-122NS-LowRes | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.322 ms | 0 - 87 MB | NPU
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| FFNet-122NS-LowRes | ONNX | w8a8 | Snapdragon® X2 Elite | 1.285 ms | 30 - 30 MB | NPU
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| FFNet-122NS-LowRes | ONNX | w8a8 | Snapdragon® X Elite | 2.795 ms | 30 - 30 MB | NPU
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| FFNet-122NS-LowRes | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.89 ms | 0 - 152 MB | NPU
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| FFNet-122NS-LowRes | ONNX | w8a8 | Qualcomm® QCS6490 | 91.831 ms | 54 - 150 MB | CPU
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| 78 |
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| FFNet-122NS-LowRes | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 2.611 ms | 0 - 40 MB | NPU
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| FFNet-122NS-LowRes | ONNX | w8a8 | Qualcomm® QCS9075 | 3.134 ms | 1 - 4 MB | NPU
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| FFNet-122NS-LowRes | ONNX | w8a8 | Qualcomm® QCM6690 | 85.005 ms | 61 - 74 MB | CPU
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| FFNet-122NS-LowRes | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.464 ms | 0 - 92 MB | NPU
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| FFNet-122NS-LowRes | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 84.63 ms | 61 - 75 MB | CPU
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| FFNet-122NS-LowRes | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.632 ms | 6 - 171 MB | NPU
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| FFNet-122NS-LowRes | QNN_DLC | float | Snapdragon® X2 Elite | 6.435 ms | 6 - 6 MB | NPU
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| FFNet-122NS-LowRes | QNN_DLC | float | Snapdragon® X Elite | 12.971 ms | 6 - 6 MB | NPU
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| FFNet-122NS-LowRes | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 8.768 ms | 0 - 200 MB | NPU
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| FFNet-122NS-LowRes | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 39.562 ms | 1 - 162 MB | NPU
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| FFNet-122NS-LowRes | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 12.845 ms | 6 - 276 MB | NPU
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| FFNet-122NS-LowRes | QNN_DLC | float | Qualcomm® SA8775P | 16.023 ms | 1 - 162 MB | NPU
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| FFNet-122NS-LowRes | QNN_DLC | float | Qualcomm® QCS9075 | 16.237 ms | 6 - 14 MB | NPU
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| FFNet-122NS-LowRes | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 30.018 ms | 6 - 195 MB | NPU
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| FFNet-122NS-LowRes | QNN_DLC | float | Qualcomm® SA7255P | 39.562 ms | 1 - 162 MB | NPU
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| FFNet-122NS-LowRes | QNN_DLC | float | Qualcomm® SA8295P | 17.701 ms | 0 - 158 MB | NPU
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| FFNet-122NS-LowRes | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 6.97 ms | 0 - 164 MB | NPU
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| FFNet-122NS-LowRes | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.8 ms | 2 - 80 MB | NPU
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| FFNet-122NS-LowRes | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 2.083 ms | 2 - 2 MB | NPU
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| FFNet-122NS-LowRes | QNN_DLC | w8a8 | Snapdragon® X Elite | 4.84 ms | 2 - 2 MB | NPU
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| FFNet-122NS-LowRes | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 3.171 ms | 2 - 128 MB | NPU
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| FFNet-122NS-LowRes | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 14.068 ms | 2 - 5 MB | NPU
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| FFNet-122NS-LowRes | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 9.257 ms | 1 - 76 MB | NPU
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| FFNet-122NS-LowRes | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 4.518 ms | 2 - 3 MB | NPU
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| FFNet-122NS-LowRes | QNN_DLC | w8a8 | Qualcomm® SA8775P | 4.942 ms | 2 - 78 MB | NPU
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| FFNet-122NS-LowRes | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 5.892 ms | 1 - 4 MB | NPU
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| FFNet-122NS-LowRes | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 27.693 ms | 1 - 199 MB | NPU
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| FFNet-122NS-LowRes | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 6.869 ms | 2 - 126 MB | NPU
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| 106 |
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| FFNet-122NS-LowRes | QNN_DLC | w8a8 | Qualcomm® SA7255P | 9.257 ms | 1 - 76 MB | NPU
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| 107 |
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| FFNet-122NS-LowRes | QNN_DLC | w8a8 | Qualcomm® SA8295P | 6.061 ms | 1 - 74 MB | NPU
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| 108 |
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| FFNet-122NS-LowRes | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 2.184 ms | 2 - 75 MB | NPU
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| 109 |
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| FFNet-122NS-LowRes | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 5.75 ms | 0 - 191 MB | NPU
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| FFNet-122NS-LowRes | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.395 ms | 1 - 195 MB | NPU
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| FFNet-122NS-LowRes | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 8.605 ms | 1 - 281 MB | NPU
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| 112 |
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| FFNet-122NS-LowRes | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 39.925 ms | 1 - 193 MB | NPU
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| FFNet-122NS-LowRes | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 12.738 ms | 1 - 3 MB | NPU
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| 114 |
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| FFNet-122NS-LowRes | TFLITE | float | Qualcomm® SA8775P | 16.016 ms | 1 - 193 MB | NPU
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| 115 |
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| FFNet-122NS-LowRes | TFLITE | float | Qualcomm® QCS9075 | 16.412 ms | 0 - 71 MB | NPU
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| 116 |
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| FFNet-122NS-LowRes | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 29.929 ms | 0 - 269 MB | NPU
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| 117 |
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| FFNet-122NS-LowRes | TFLITE | float | Qualcomm® SA7255P | 39.925 ms | 1 - 193 MB | NPU
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| 118 |
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| FFNet-122NS-LowRes | TFLITE | float | Qualcomm® SA8295P | 18.044 ms | 1 - 191 MB | NPU
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| 119 |
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| FFNet-122NS-LowRes | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 6.872 ms | 1 - 198 MB | NPU
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| 120 |
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| FFNet-122NS-LowRes | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.313 ms | 0 - 76 MB | NPU
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| 121 |
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| FFNet-122NS-LowRes | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.863 ms | 0 - 134 MB | NPU
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| 122 |
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| FFNet-122NS-LowRes | TFLITE | w8a8 | Qualcomm® QCS6490 | 9.031 ms | 0 - 35 MB | NPU
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| 123 |
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| FFNet-122NS-LowRes | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 5.958 ms | 0 - 71 MB | NPU
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| 124 |
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| FFNet-122NS-LowRes | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 2.616 ms | 0 - 2 MB | NPU
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| 125 |
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| FFNet-122NS-LowRes | TFLITE | w8a8 | Qualcomm® SA8775P | 3.081 ms | 0 - 74 MB | NPU
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| 126 |
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| FFNet-122NS-LowRes | TFLITE | w8a8 | Qualcomm® QCS9075 | 3.061 ms | 0 - 35 MB | NPU
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| 127 |
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| FFNet-122NS-LowRes | TFLITE | w8a8 | Qualcomm® QCM6690 | 20.922 ms | 0 - 197 MB | NPU
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| 128 |
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| FFNet-122NS-LowRes | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 3.268 ms | 0 - 128 MB | NPU
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| 129 |
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| FFNet-122NS-LowRes | TFLITE | w8a8 | Qualcomm® SA7255P | 5.958 ms | 0 - 71 MB | NPU
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| 130 |
+
| FFNet-122NS-LowRes | TFLITE | w8a8 | Qualcomm® SA8295P | 3.861 ms | 0 - 69 MB | NPU
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| 131 |
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| FFNet-122NS-LowRes | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.438 ms | 0 - 71 MB | NPU
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| 132 |
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| FFNet-122NS-LowRes | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 3.722 ms | 0 - 188 MB | NPU
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| 133 |
|
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## License
|
| 135 |
* The license for the original implementation of FFNet-122NS-LowRes can be found
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release_assets.json
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{"version":"0.50.
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