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FFNet-78S-LowRes

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v0.47.0

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See https://github.com/quic/ai-hub-models/releases/v0.47.0 for changelog.

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  1. README.md +73 -69
README.md CHANGED
@@ -28,12 +28,12 @@ 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 2.37, ONNX Runtime 1.23.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_78s_lowres/releases/v0.46.0/ffnet_78s_lowres-onnx-float.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.37, ONNX Runtime 1.23.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_78s_lowres/releases/v0.46.0/ffnet_78s_lowres-onnx-w8a8.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.42 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_78s_lowres/releases/v0.46.0/ffnet_78s_lowres-qnn_dlc-float.zip)
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- | QNN_DLC | w8a8 | Universal | QAIRT 2.42 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_78s_lowres/releases/v0.46.0/ffnet_78s_lowres-qnn_dlc-w8a8.zip)
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- | TFLITE | float | Universal | QAIRT 2.42, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_78s_lowres/releases/v0.46.0/ffnet_78s_lowres-tflite-float.zip)
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- | TFLITE | w8a8 | Universal | QAIRT 2.42, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_78s_lowres/releases/v0.46.0/ffnet_78s_lowres-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[FFNet-78S-LowRes on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/ffnet_78s_lowres)**.
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@@ -64,69 +64,73 @@ See our repository for [FFNet-78S-LowRes on GitHub](https://github.com/quic/ai-h
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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-78S-LowRes | ONNX | float | Snapdragon® X Elite | 8.252 ms | 47 - 47 MB | NPU
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- | FFNet-78S-LowRes | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 5.792 ms | 3 - 157 MB | NPU
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- | FFNet-78S-LowRes | ONNX | float | Qualcomm® QCS8550 (Proxy) | 7.989 ms | 0 - 82 MB | NPU
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- | FFNet-78S-LowRes | ONNX | float | Qualcomm® QCS9075 | 13.167 ms | 6 - 15 MB | NPU
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- | FFNet-78S-LowRes | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 6.927 ms | 2 - 123 MB | NPU
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- | FFNet-78S-LowRes | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.989 ms | 7 - 130 MB | NPU
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- | FFNet-78S-LowRes | ONNX | w8a8 | Snapdragon® X Elite | 2.926 ms | 25 - 25 MB | NPU
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- | FFNet-78S-LowRes | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 2.164 ms | 0 - 181 MB | NPU
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- | FFNet-78S-LowRes | ONNX | w8a8 | Qualcomm® QCS6490 | 109.457 ms | 55 - 117 MB | CPU
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- | FFNet-78S-LowRes | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 2.996 ms | 0 - 32 MB | NPU
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- | FFNet-78S-LowRes | ONNX | w8a8 | Qualcomm® QCS9075 | 3.375 ms | 1 - 4 MB | NPU
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- | FFNet-78S-LowRes | ONNX | w8a8 | Qualcomm® QCM6690 | 116.72 ms | 60 - 70 MB | CPU
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- | FFNet-78S-LowRes | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.772 ms | 0 - 131 MB | NPU
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- | FFNet-78S-LowRes | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 117.799 ms | 62 - 72 MB | CPU
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- | FFNet-78S-LowRes | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.513 ms | 0 - 129 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | float | Snapdragon® X Elite | 15.375 ms | 6 - 6 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 9.732 ms | 6 - 83 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 51.115 ms | 0 - 42 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 14.615 ms | 6 - 8 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | float | Qualcomm® SA8775P | 19.101 ms | 0 - 45 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | float | Qualcomm® QCS9075 | 18.302 ms | 6 - 14 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 26.626 ms | 6 - 73 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | float | Qualcomm® SA7255P | 51.115 ms | 0 - 42 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | float | Qualcomm® SA8295P | 20.99 ms | 0 - 40 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 8.136 ms | 6 - 52 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 6.624 ms | 6 - 55 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | w8a8 | Snapdragon® X Elite | 5.018 ms | 2 - 2 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 3.359 ms | 2 - 103 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 15.019 ms | 3 - 6 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 10.582 ms | 2 - 56 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 4.677 ms | 2 - 9 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | w8a8 | Qualcomm® SA8775P | 5.128 ms | 2 - 57 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 6.849 ms | 1 - 4 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 35.995 ms | 2 - 189 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 7.19 ms | 2 - 102 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | w8a8 | Qualcomm® SA7255P | 10.582 ms | 2 - 56 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | w8a8 | Qualcomm® SA8295P | 6.557 ms | 1 - 53 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 2.271 ms | 2 - 52 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 7.278 ms | 2 - 184 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.829 ms | 2 - 56 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 9.767 ms | 0 - 159 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 51.077 ms | 1 - 79 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 14.781 ms | 1 - 3 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | float | Qualcomm® SA8775P | 87.312 ms | 1 - 79 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | float | Qualcomm® QCS9075 | 17.611 ms | 0 - 60 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 26.15 ms | 1 - 150 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | float | Qualcomm® SA7255P | 51.077 ms | 1 - 79 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | float | Qualcomm® SA8295P | 21.057 ms | 1 - 68 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 8.178 ms | 1 - 84 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 6.661 ms | 1 - 87 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.987 ms | 0 - 104 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | w8a8 | Qualcomm® QCS6490 | 9.502 ms | 0 - 30 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 7.256 ms | 0 - 52 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 2.779 ms | 0 - 1 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | w8a8 | Qualcomm® SA8775P | 13.135 ms | 0 - 53 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | w8a8 | Qualcomm® QCS9075 | 3.252 ms | 0 - 30 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | w8a8 | Qualcomm® QCM6690 | 31.133 ms | 0 - 188 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 3.552 ms | 0 - 100 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | w8a8 | Qualcomm® SA7255P | 7.256 ms | 0 - 52 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | w8a8 | Qualcomm® SA8295P | 4.414 ms | 0 - 50 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.499 ms | 0 - 53 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 4.107 ms | 0 - 180 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.294 ms | 0 - 53 MB | NPU
 
 
 
 
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  ## License
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  * The license for the original implementation of FFNet-78S-LowRes can be found
 
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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 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_78s_lowres/releases/v0.47.0/ffnet_78s_lowres-onnx-float.zip)
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+ | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_78s_lowres/releases/v0.47.0/ffnet_78s_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_78s_lowres/releases/v0.47.0/ffnet_78s_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_78s_lowres/releases/v0.47.0/ffnet_78s_lowres-qnn_dlc-w8a8.zip)
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+ | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_78s_lowres/releases/v0.47.0/ffnet_78s_lowres-tflite-float.zip)
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+ | TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_78s_lowres/releases/v0.47.0/ffnet_78s_lowres-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[FFNet-78S-LowRes on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/ffnet_78s_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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  |---|---|---|---|---|---|---
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+ | FFNet-78S-LowRes | ONNX | float | Snapdragon® X Elite | 8.183 ms | 46 - 46 MB | NPU
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+ | FFNet-78S-LowRes | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 5.568 ms | 1 - 210 MB | NPU
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+ | FFNet-78S-LowRes | ONNX | float | Qualcomm® QCS8550 (Proxy) | 7.778 ms | 0 - 51 MB | NPU
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+ | FFNet-78S-LowRes | ONNX | float | Qualcomm® QCS9075 | 12.997 ms | 6 - 15 MB | NPU
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+ | FFNet-78S-LowRes | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.546 ms | 1 - 176 MB | NPU
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+ | FFNet-78S-LowRes | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.822 ms | 7 - 182 MB | NPU
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+ | FFNet-78S-LowRes | ONNX | float | Snapdragon® X2 Elite | 4.202 ms | 47 - 47 MB | NPU
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+ | FFNet-78S-LowRes | ONNX | w8a8 | Snapdragon® X Elite | 3.01 ms | 25 - 25 MB | NPU
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+ | FFNet-78S-LowRes | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.977 ms | 0 - 118 MB | NPU
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+ | FFNet-78S-LowRes | ONNX | w8a8 | Qualcomm® QCS6490 | 111.988 ms | 56 - 116 MB | CPU
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+ | FFNet-78S-LowRes | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 2.767 ms | 0 - 29 MB | NPU
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+ | FFNet-78S-LowRes | ONNX | w8a8 | Qualcomm® QCS9075 | 3.32 ms | 1 - 4 MB | NPU
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+ | FFNet-78S-LowRes | ONNX | w8a8 | Qualcomm® QCM6690 | 118.793 ms | 59 - 69 MB | CPU
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+ | FFNet-78S-LowRes | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.503 ms | 0 - 65 MB | NPU
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+ | FFNet-78S-LowRes | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 119.739 ms | 57 - 68 MB | CPU
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+ | FFNet-78S-LowRes | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.27 ms | 0 - 61 MB | NPU
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+ | FFNet-78S-LowRes | ONNX | w8a8 | Snapdragon® X2 Elite | 1.321 ms | 25 - 25 MB | NPU
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+ | FFNet-78S-LowRes | QNN_DLC | float | Snapdragon® X Elite | 15.314 ms | 6 - 6 MB | NPU
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+ | FFNet-78S-LowRes | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 9.772 ms | 6 - 84 MB | NPU
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+ | FFNet-78S-LowRes | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 51.189 ms | 1 - 44 MB | NPU
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+ | FFNet-78S-LowRes | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 14.577 ms | 6 - 8 MB | NPU
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+ | FFNet-78S-LowRes | QNN_DLC | float | Qualcomm® SA8775P | 19.155 ms | 1 - 44 MB | NPU
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+ | FFNet-78S-LowRes | QNN_DLC | float | Qualcomm® QCS9075 | 18.226 ms | 6 - 14 MB | NPU
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+ | FFNet-78S-LowRes | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 26.56 ms | 5 - 73 MB | NPU
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+ | FFNet-78S-LowRes | QNN_DLC | float | Qualcomm® SA7255P | 51.189 ms | 1 - 44 MB | NPU
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+ | FFNet-78S-LowRes | QNN_DLC | float | Qualcomm® SA8295P | 21.187 ms | 0 - 40 MB | NPU
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+ | FFNet-78S-LowRes | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 8.122 ms | 0 - 48 MB | NPU
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+ | FFNet-78S-LowRes | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 6.635 ms | 6 - 54 MB | NPU
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+ | FFNet-78S-LowRes | QNN_DLC | float | Snapdragon® X2 Elite | 7.609 ms | 6 - 6 MB | NPU
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+ | FFNet-78S-LowRes | QNN_DLC | w8a8 | Snapdragon® X Elite | 5.046 ms | 2 - 2 MB | NPU
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+ | FFNet-78S-LowRes | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 3.311 ms | 2 - 103 MB | NPU
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+ | FFNet-78S-LowRes | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 14.872 ms | 2 - 5 MB | NPU
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+ | FFNet-78S-LowRes | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 10.513 ms | 2 - 56 MB | NPU
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+ | FFNet-78S-LowRes | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 4.671 ms | 2 - 3 MB | NPU
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+ | FFNet-78S-LowRes | QNN_DLC | w8a8 | Qualcomm® SA8775P | 5.175 ms | 2 - 57 MB | NPU
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+ | FFNet-78S-LowRes | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 6.848 ms | 3 - 7 MB | NPU
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+ | FFNet-78S-LowRes | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 36.605 ms | 2 - 191 MB | NPU
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+ | FFNet-78S-LowRes | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 7.223 ms | 2 - 100 MB | NPU
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+ | FFNet-78S-LowRes | QNN_DLC | w8a8 | Qualcomm® SA7255P | 10.513 ms | 2 - 56 MB | NPU
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+ | FFNet-78S-LowRes | QNN_DLC | w8a8 | Qualcomm® SA8295P | 6.529 ms | 1 - 53 MB | NPU
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+ | FFNet-78S-LowRes | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 2.234 ms | 2 - 57 MB | NPU
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+ | FFNet-78S-LowRes | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 7.335 ms | 2 - 184 MB | NPU
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+ | FFNet-78S-LowRes | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.852 ms | 2 - 56 MB | NPU
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+ | FFNet-78S-LowRes | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 2.173 ms | 2 - 2 MB | NPU
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+ | FFNet-78S-LowRes | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 9.897 ms | 1 - 161 MB | NPU
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+ | FFNet-78S-LowRes | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 51.039 ms | 1 - 78 MB | NPU
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+ | FFNet-78S-LowRes | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 14.736 ms | 0 - 3 MB | NPU
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+ | FFNet-78S-LowRes | TFLITE | float | Qualcomm® SA8775P | 19.243 ms | 1 - 79 MB | NPU
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+ | FFNet-78S-LowRes | TFLITE | float | Qualcomm® QCS9075 | 18.364 ms | 0 - 60 MB | NPU
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+ | FFNet-78S-LowRes | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 26.249 ms | 1 - 150 MB | NPU
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+ | FFNet-78S-LowRes | TFLITE | float | Qualcomm® SA7255P | 51.039 ms | 1 - 78 MB | NPU
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+ | FFNet-78S-LowRes | TFLITE | float | Qualcomm® SA8295P | 20.969 ms | 1 - 69 MB | NPU
119
+ | FFNet-78S-LowRes | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 8.172 ms | 0 - 78 MB | NPU
120
+ | FFNet-78S-LowRes | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 6.638 ms | 1 - 81 MB | NPU
121
+ | FFNet-78S-LowRes | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.978 ms | 0 - 106 MB | NPU
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+ | FFNet-78S-LowRes | TFLITE | w8a8 | Qualcomm® QCS6490 | 9.548 ms | 0 - 30 MB | NPU
123
+ | FFNet-78S-LowRes | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 7.299 ms | 0 - 52 MB | NPU
124
+ | FFNet-78S-LowRes | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 2.787 ms | 0 - 2 MB | NPU
125
+ | FFNet-78S-LowRes | TFLITE | w8a8 | Qualcomm® SA8775P | 3.251 ms | 0 - 54 MB | NPU
126
+ | FFNet-78S-LowRes | TFLITE | w8a8 | Qualcomm® QCS9075 | 3.267 ms | 0 - 29 MB | NPU
127
+ | FFNet-78S-LowRes | TFLITE | w8a8 | Qualcomm® QCM6690 | 27.538 ms | 0 - 184 MB | NPU
128
+ | FFNet-78S-LowRes | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 3.506 ms | 0 - 101 MB | NPU
129
+ | FFNet-78S-LowRes | TFLITE | w8a8 | Qualcomm® SA7255P | 7.299 ms | 0 - 52 MB | NPU
130
+ | FFNet-78S-LowRes | TFLITE | w8a8 | Qualcomm® SA8295P | 4.454 ms | 0 - 50 MB | NPU
131
+ | FFNet-78S-LowRes | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.489 ms | 0 - 54 MB | NPU
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+ | FFNet-78S-LowRes | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 4.2 ms | 0 - 181 MB | NPU
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+ | FFNet-78S-LowRes | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.299 ms | 0 - 53 MB | NPU
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  ## License
136
  * The license for the original implementation of FFNet-78S-LowRes can be found