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v0.42.0

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See https://github.com/quic/ai-hub-models/releases/v0.42.0 for changelog.

Files changed (5) hide show
  1. FFNet-78S_float.dlc +2 -2
  2. FFNet-78S_float.onnx.zip +1 -1
  3. FFNet-78S_w8a8.dlc +2 -2
  4. FFNet-78S_w8a8.onnx.zip +1 -1
  5. README.md +72 -68
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README.md CHANGED
@@ -37,70 +37,74 @@ More details on model performance across various devices, can be found
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | FFNet-78S | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 200.138 ms | 2 - 81 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
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- | FFNet-78S | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 182.718 ms | 20 - 85 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
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- | FFNet-78S | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 66.975 ms | 2 - 131 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
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- | FFNet-78S | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 77.985 ms | 24 - 85 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
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- | FFNet-78S | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 51.223 ms | 2 - 20 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
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- | FFNet-78S | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 40.361 ms | 24 - 47 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
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- | FFNet-78S | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 34.801 ms | 24 - 48 MB | NPU | [FFNet-78S.onnx.zip](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.onnx.zip) |
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- | FFNet-78S | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 70.015 ms | 2 - 81 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
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- | FFNet-78S | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 58.56 ms | 23 - 88 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
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- | FFNet-78S | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 200.138 ms | 2 - 81 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
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- | FFNet-78S | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 182.718 ms | 20 - 85 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
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- | FFNet-78S | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 51.217 ms | 2 - 20 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
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- | FFNet-78S | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 40.488 ms | 26 - 55 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
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- | FFNet-78S | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 76.549 ms | 2 - 80 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
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- | FFNet-78S | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 64.149 ms | 23 - 85 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
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- | FFNet-78S | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 50.874 ms | 2 - 19 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
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- | FFNet-78S | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 41.14 ms | 24 - 49 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
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- | FFNet-78S | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 70.015 ms | 2 - 81 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
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- | FFNet-78S | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 58.56 ms | 23 - 88 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
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- | FFNet-78S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 33.936 ms | 1 - 131 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
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- | FFNet-78S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 27.949 ms | 24 - 93 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
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- | FFNet-78S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 24.024 ms | 26 - 113 MB | NPU | [FFNet-78S.onnx.zip](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.onnx.zip) |
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- | FFNet-78S | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 27.335 ms | 2 - 85 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
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- | FFNet-78S | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 21.766 ms | 23 - 100 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
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- | FFNet-78S | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 29.501 ms | 2 - 66 MB | NPU | [FFNet-78S.onnx.zip](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.onnx.zip) |
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- | FFNet-78S | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 22.651 ms | 1 - 83 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
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- | FFNet-78S | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 15.557 ms | 24 - 119 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
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- | FFNet-78S | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 13.369 ms | 30 - 134 MB | NPU | [FFNet-78S.onnx.zip](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.onnx.zip) |
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- | FFNet-78S | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 41.683 ms | 24 - 24 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
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- | FFNet-78S | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 33.965 ms | 31 - 31 MB | NPU | [FFNet-78S.onnx.zip](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.onnx.zip) |
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- | FFNet-78S | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 29.382 ms | 0 - 53 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
71
- | FFNet-78S | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 39.626 ms | 6 - 75 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
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- | FFNet-78S | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 11.818 ms | 1 - 86 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
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- | FFNet-78S | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 21.739 ms | 6 - 95 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
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- | FFNet-78S | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 10.515 ms | 1 - 17 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
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- | FFNet-78S | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 16.9 ms | 6 - 25 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
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- | FFNet-78S | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 12.286 ms | 0 - 66 MB | NPU | [FFNet-78S.onnx.zip](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.onnx.zip) |
77
- | FFNet-78S | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 11.073 ms | 0 - 54 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
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- | FFNet-78S | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 17.331 ms | 4 - 74 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
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- | FFNet-78S | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 69.257 ms | 1 - 153 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
80
- | FFNet-78S | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 506.028 ms | 175 - 195 MB | CPU | [FFNet-78S.onnx.zip](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.onnx.zip) |
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- | FFNet-78S | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 337.502 ms | 1 - 3 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
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- | FFNet-78S | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 465.617 ms | 175 - 188 MB | CPU | [FFNet-78S.onnx.zip](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.onnx.zip) |
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- | FFNet-78S | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 29.382 ms | 0 - 53 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
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- | FFNet-78S | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 39.626 ms | 6 - 75 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
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- | FFNet-78S | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 10.545 ms | 1 - 14 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
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- | FFNet-78S | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 16.91 ms | 6 - 25 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
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- | FFNet-78S | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 16.521 ms | 1 - 58 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
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- | FFNet-78S | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 23.581 ms | 6 - 78 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
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- | FFNet-78S | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 10.533 ms | 1 - 13 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
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- | FFNet-78S | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 16.97 ms | 6 - 32 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
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- | FFNet-78S | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 11.073 ms | 0 - 54 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
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- | FFNet-78S | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 17.331 ms | 4 - 74 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
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- | FFNet-78S | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 7.543 ms | 1 - 80 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
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- | FFNet-78S | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 11.869 ms | 6 - 95 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
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- | FFNet-78S | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 8.28 ms | 7 - 95 MB | NPU | [FFNet-78S.onnx.zip](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.onnx.zip) |
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- | FFNet-78S | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 6.132 ms | 1 - 60 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
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- | FFNet-78S | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 8.043 ms | 6 - 86 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
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- | FFNet-78S | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 6.213 ms | 1 - 73 MB | NPU | [FFNet-78S.onnx.zip](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.onnx.zip) |
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- | FFNet-78S | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 5.301 ms | 1 - 58 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
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- | FFNet-78S | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 5.875 ms | 6 - 99 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
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- | FFNet-78S | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 4.615 ms | 5 - 81 MB | NPU | [FFNet-78S.onnx.zip](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.onnx.zip) |
102
- | FFNet-78S | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 17.755 ms | 101 - 101 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
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- | FFNet-78S | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 12.614 ms | 22 - 22 MB | NPU | [FFNet-78S.onnx.zip](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.onnx.zip) |
 
 
 
 
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@@ -115,9 +119,9 @@ pip install "qai-hub-models[ffnet-78s]"
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  ```
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- ## Configure Qualcomm® AI Hub to run this model on a cloud-hosted device
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- Sign-in to [Qualcomm® AI Hub](https://app.aihub.qualcomm.com/) with your
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  Qualcomm® ID. Once signed in navigate to `Account -> Settings -> API Token`.
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  With this API token, you can configure your client to run models on the cloud
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  ```bash
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  qai-hub configure --api_token API_TOKEN
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  ```
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- Navigate to [docs](https://app.aihub.qualcomm.com/docs/) for more information.
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@@ -236,7 +240,7 @@ With the output of the model, you can compute like PSNR, relative errors or
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  spot check the output with expected output.
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  **Note**: This on-device profiling and inference requires access to Qualcomm®
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- AI Hub. [Sign up for access](https://myaccount.qualcomm.com/signup).
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
39
  |---|---|---|---|---|---|---|---|---|
40
+ | FFNet-78S | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 200.191 ms | 0 - 81 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
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+ | FFNet-78S | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 182.572 ms | 24 - 91 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
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+ | FFNet-78S | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 66.919 ms | 2 - 131 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
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+ | FFNet-78S | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 78.705 ms | 24 - 89 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
44
+ | FFNet-78S | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 50.906 ms | 2 - 19 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
45
+ | FFNet-78S | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 40.381 ms | 24 - 52 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
46
+ | FFNet-78S | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 35.132 ms | 24 - 74 MB | NPU | [FFNet-78S.onnx.zip](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.onnx.zip) |
47
+ | FFNet-78S | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 70.051 ms | 2 - 82 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
48
+ | FFNet-78S | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 58.529 ms | 24 - 91 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
49
+ | FFNet-78S | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 200.191 ms | 0 - 81 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
50
+ | FFNet-78S | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 182.572 ms | 24 - 91 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
51
+ | FFNet-78S | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 51.771 ms | 2 - 20 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
52
+ | FFNet-78S | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 40.309 ms | 24 - 58 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
53
+ | FFNet-78S | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 76.601 ms | 2 - 81 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
54
+ | FFNet-78S | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 63.745 ms | 24 - 89 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
55
+ | FFNet-78S | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 50.9 ms | 2 - 20 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
56
+ | FFNet-78S | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 40.672 ms | 24 - 47 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
57
+ | FFNet-78S | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 70.051 ms | 2 - 82 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
58
+ | FFNet-78S | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 58.529 ms | 24 - 91 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
59
+ | FFNet-78S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 34.653 ms | 0 - 133 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
60
+ | FFNet-78S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 28.396 ms | 24 - 97 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
61
+ | FFNet-78S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 24.136 ms | 26 - 110 MB | NPU | [FFNet-78S.onnx.zip](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.onnx.zip) |
62
+ | FFNet-78S | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 27.255 ms | 1 - 86 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
63
+ | FFNet-78S | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 21.292 ms | 15 - 96 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
64
+ | FFNet-78S | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 28.559 ms | 7 - 73 MB | NPU | [FFNet-78S.onnx.zip](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.onnx.zip) |
65
+ | FFNet-78S | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 22.623 ms | 1 - 84 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
66
+ | FFNet-78S | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 15.477 ms | 23 - 114 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
67
+ | FFNet-78S | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 13.473 ms | 30 - 133 MB | NPU | [FFNet-78S.onnx.zip](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.onnx.zip) |
68
+ | FFNet-78S | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 41.879 ms | 24 - 24 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
69
+ | FFNet-78S | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 34.016 ms | 31 - 31 MB | NPU | [FFNet-78S.onnx.zip](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.onnx.zip) |
70
+ | FFNet-78S | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 29.381 ms | 1 - 55 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
71
+ | FFNet-78S | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 39.581 ms | 6 - 77 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
72
+ | FFNet-78S | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 11.745 ms | 1 - 84 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
73
+ | FFNet-78S | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 21.305 ms | 6 - 99 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
74
+ | FFNet-78S | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 10.518 ms | 1 - 10 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
75
+ | FFNet-78S | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 16.911 ms | 6 - 28 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
76
+ | FFNet-78S | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 12.327 ms | 0 - 69 MB | NPU | [FFNet-78S.onnx.zip](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.onnx.zip) |
77
+ | FFNet-78S | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 48.822 ms | 1 - 56 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
78
+ | FFNet-78S | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 17.318 ms | 6 - 77 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
79
+ | FFNet-78S | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 70.243 ms | 1 - 155 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
80
+ | FFNet-78S | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 69.902 ms | 6 - 207 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
81
+ | FFNet-78S | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 504.951 ms | 175 - 194 MB | CPU | [FFNet-78S.onnx.zip](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.onnx.zip) |
82
+ | FFNet-78S | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 339.27 ms | 1 - 3 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
83
+ | FFNet-78S | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 460.009 ms | 159 - 189 MB | CPU | [FFNet-78S.onnx.zip](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.onnx.zip) |
84
+ | FFNet-78S | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 29.381 ms | 1 - 55 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
85
+ | FFNet-78S | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 39.581 ms | 6 - 77 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
86
+ | FFNet-78S | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 10.551 ms | 1 - 11 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
87
+ | FFNet-78S | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 17.118 ms | 6 - 27 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
88
+ | FFNet-78S | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 16.546 ms | 1 - 59 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
89
+ | FFNet-78S | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 23.561 ms | 6 - 80 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
90
+ | FFNet-78S | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 10.581 ms | 1 - 12 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
91
+ | FFNet-78S | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 17.025 ms | 6 - 29 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
92
+ | FFNet-78S | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 48.822 ms | 1 - 56 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
93
+ | FFNet-78S | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 17.318 ms | 6 - 77 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
94
+ | FFNet-78S | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 7.555 ms | 1 - 79 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
95
+ | FFNet-78S | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 11.824 ms | 6 - 96 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
96
+ | FFNet-78S | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 8.273 ms | 7 - 97 MB | NPU | [FFNet-78S.onnx.zip](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.onnx.zip) |
97
+ | FFNet-78S | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 6.135 ms | 1 - 61 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
98
+ | FFNet-78S | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 7.856 ms | 6 - 86 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
99
+ | FFNet-78S | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 6.193 ms | 1 - 72 MB | NPU | [FFNet-78S.onnx.zip](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.onnx.zip) |
100
+ | FFNet-78S | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | TFLITE | 16.623 ms | 1 - 75 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
101
+ | FFNet-78S | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 21.835 ms | 6 - 98 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
102
+ | FFNet-78S | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 529.505 ms | 161 - 179 MB | CPU | [FFNet-78S.onnx.zip](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.onnx.zip) |
103
+ | FFNet-78S | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 5.292 ms | 1 - 60 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
104
+ | FFNet-78S | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 5.881 ms | 6 - 101 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
105
+ | FFNet-78S | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 4.647 ms | 4 - 79 MB | NPU | [FFNet-78S.onnx.zip](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.onnx.zip) |
106
+ | FFNet-78S | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 17.726 ms | 122 - 122 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
107
+ | FFNet-78S | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 12.557 ms | 22 - 22 MB | NPU | [FFNet-78S.onnx.zip](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.onnx.zip) |
108
 
109
 
110
 
 
119
  ```
120
 
121
 
122
+ ## Configure Qualcomm® AI Hub Workbench to run this model on a cloud-hosted device
123
 
124
+ Sign-in to [Qualcomm® AI Hub Workbench](https://workbench.aihub.qualcomm.com/) with your
125
  Qualcomm® ID. Once signed in navigate to `Account -> Settings -> API Token`.
126
 
127
  With this API token, you can configure your client to run models on the cloud
 
129
  ```bash
130
  qai-hub configure --api_token API_TOKEN
131
  ```
132
+ Navigate to [docs](https://workbench.aihub.qualcomm.com/docs/) for more information.
133
 
134
 
135
 
 
240
  spot check the output with expected output.
241
 
242
  **Note**: This on-device profiling and inference requires access to Qualcomm®
243
+ AI Hub Workbench. [Sign up for access](https://myaccount.qualcomm.com/signup).
244
 
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246