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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 (6) hide show
  1. FFNet-122NS-LowRes_float.dlc +2 -2
  2. FFNet-122NS-LowRes_float.onnx.zip +1 -1
  3. FFNet-122NS-LowRes_w8a8.dlc +2 -2
  4. FFNet-122NS-LowRes_w8a8.onnx.zip +2 -2
  5. FFNet-122NS-LowRes_w8a8.tflite +1 -1
  6. README.md +70 -68
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README.md CHANGED
@@ -37,71 +37,73 @@ 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-122NS-LowRes | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 40.165 ms | 1 - 61 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
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- | FFNet-122NS-LowRes | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 37.962 ms | 6 - 37 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.dlc) |
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- | FFNet-122NS-LowRes | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 15.025 ms | 1 - 119 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
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- | FFNet-122NS-LowRes | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 23.692 ms | 5 - 47 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.dlc) |
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- | FFNet-122NS-LowRes | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 12.163 ms | 1 - 13 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
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- | FFNet-122NS-LowRes | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 11.14 ms | 6 - 20 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.dlc) |
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- | FFNet-122NS-LowRes | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 7.036 ms | 7 - 20 MB | NPU | [FFNet-122NS-LowRes.onnx.zip](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.onnx.zip) |
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- | FFNet-122NS-LowRes | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 15.463 ms | 0 - 61 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
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- | FFNet-122NS-LowRes | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 14.24 ms | 3 - 34 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.dlc) |
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- | FFNet-122NS-LowRes | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 40.165 ms | 1 - 61 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
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- | FFNet-122NS-LowRes | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 37.962 ms | 6 - 37 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.dlc) |
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- | FFNet-122NS-LowRes | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 12.171 ms | 0 - 17 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
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- | FFNet-122NS-LowRes | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 11.178 ms | 6 - 21 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.dlc) |
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- | FFNet-122NS-LowRes | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 17.146 ms | 1 - 61 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
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- | FFNet-122NS-LowRes | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 16.491 ms | 4 - 34 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.dlc) |
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- | FFNet-122NS-LowRes | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 12.174 ms | 1 - 15 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
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- | FFNet-122NS-LowRes | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 11.166 ms | 6 - 20 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.dlc) |
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- | FFNet-122NS-LowRes | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 15.463 ms | 0 - 61 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
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- | FFNet-122NS-LowRes | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 14.24 ms | 3 - 34 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.dlc) |
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- | FFNet-122NS-LowRes | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 8.299 ms | 1 - 119 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
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- | FFNet-122NS-LowRes | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 7.742 ms | 6 - 46 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.dlc) |
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- | FFNet-122NS-LowRes | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 5.016 ms | 6 - 62 MB | NPU | [FFNet-122NS-LowRes.onnx.zip](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.onnx.zip) |
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- | FFNet-122NS-LowRes | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 6.814 ms | 1 - 66 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
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- | FFNet-122NS-LowRes | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 6.655 ms | 6 - 43 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.dlc) |
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- | FFNet-122NS-LowRes | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 6.619 ms | 1 - 43 MB | NPU | [FFNet-122NS-LowRes.onnx.zip](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.onnx.zip) |
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- | FFNet-122NS-LowRes | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 5.968 ms | 0 - 64 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
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- | FFNet-122NS-LowRes | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 5.685 ms | 6 - 44 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.dlc) |
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- | FFNet-122NS-LowRes | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 3.713 ms | 4 - 47 MB | NPU | [FFNet-122NS-LowRes.onnx.zip](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.onnx.zip) |
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- | FFNet-122NS-LowRes | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 11.736 ms | 94 - 94 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.dlc) |
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- | FFNet-122NS-LowRes | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 7.173 ms | 57 - 57 MB | NPU | [FFNet-122NS-LowRes.onnx.zip](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.onnx.zip) |
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- | FFNet-122NS-LowRes | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 6.458 ms | 0 - 60 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.tflite) |
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- | FFNet-122NS-LowRes | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 9.28 ms | 2 - 65 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.dlc) |
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- | FFNet-122NS-LowRes | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.186 ms | 0 - 103 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.tflite) |
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- | FFNet-122NS-LowRes | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 6.824 ms | 2 - 100 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.dlc) |
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- | FFNet-122NS-LowRes | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.84 ms | 0 - 196 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.tflite) |
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- | FFNet-122NS-LowRes | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 4.479 ms | 2 - 183 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.dlc) |
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- | FFNet-122NS-LowRes | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 2.98 ms | 0 - 140 MB | NPU | [FFNet-122NS-LowRes.onnx.zip](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.onnx.zip) |
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- | FFNet-122NS-LowRes | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 3.323 ms | 0 - 60 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.tflite) |
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- | FFNet-122NS-LowRes | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 4.958 ms | 2 - 64 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.dlc) |
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- | FFNet-122NS-LowRes | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 110.454 ms | 7 - 41 MB | GPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.tflite) |
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- | FFNet-122NS-LowRes | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 20.195 ms | 2 - 74 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.dlc) |
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- | FFNet-122NS-LowRes | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 78.966 ms | 58 - 81 MB | CPU | [FFNet-122NS-LowRes.onnx.zip](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.onnx.zip) |
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- | FFNet-122NS-LowRes | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 68.636 ms | 12 - 24 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.tflite) |
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- | FFNet-122NS-LowRes | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 70.953 ms | 58 - 73 MB | CPU | [FFNet-122NS-LowRes.onnx.zip](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.onnx.zip) |
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- | FFNet-122NS-LowRes | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 6.458 ms | 0 - 60 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.tflite) |
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- | FFNet-122NS-LowRes | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 9.28 ms | 2 - 65 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.dlc) |
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- | FFNet-122NS-LowRes | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.849 ms | 0 - 193 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.tflite) |
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- | FFNet-122NS-LowRes | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 4.474 ms | 0 - 183 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.dlc) |
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- | FFNet-122NS-LowRes | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 4.142 ms | 0 - 65 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.tflite) |
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- | FFNet-122NS-LowRes | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 6.009 ms | 2 - 69 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.dlc) |
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- | FFNet-122NS-LowRes | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.841 ms | 0 - 11 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.tflite) |
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- | FFNet-122NS-LowRes | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 4.476 ms | 1 - 182 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.dlc) |
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- | FFNet-122NS-LowRes | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 3.323 ms | 0 - 60 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.tflite) |
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- | FFNet-122NS-LowRes | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 4.958 ms | 2 - 64 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.dlc) |
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- | FFNet-122NS-LowRes | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 2.053 ms | 0 - 104 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.tflite) |
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- | FFNet-122NS-LowRes | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 3.172 ms | 2 - 98 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.dlc) |
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- | FFNet-122NS-LowRes | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.121 ms | 0 - 107 MB | NPU | [FFNet-122NS-LowRes.onnx.zip](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.onnx.zip) |
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- | FFNet-122NS-LowRes | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 1.662 ms | 0 - 67 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.tflite) |
98
  | FFNet-122NS-LowRes | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 2.192 ms | 2 - 71 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.dlc) |
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- | FFNet-122NS-LowRes | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1.784 ms | 0 - 72 MB | NPU | [FFNet-122NS-LowRes.onnx.zip](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.onnx.zip) |
100
- | FFNet-122NS-LowRes | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 1.57 ms | 0 - 64 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.tflite) |
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- | FFNet-122NS-LowRes | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.801 ms | 2 - 67 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.dlc) |
102
- | FFNet-122NS-LowRes | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 1.607 ms | 1 - 71 MB | NPU | [FFNet-122NS-LowRes.onnx.zip](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.onnx.zip) |
103
- | FFNet-122NS-LowRes | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.81 ms | 171 - 171 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.dlc) |
104
- | FFNet-122NS-LowRes | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.94 ms | 30 - 30 MB | NPU | [FFNet-122NS-LowRes.onnx.zip](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.onnx.zip) |
 
 
 
105
 
106
 
107
 
@@ -116,9 +118,9 @@ pip install "qai-hub-models[ffnet-122ns-lowres]"
116
  ```
117
 
118
 
119
- ## Configure Qualcomm® AI Hub to run this model on a cloud-hosted device
120
 
121
- Sign-in to [Qualcomm® AI Hub](https://app.aihub.qualcomm.com/) with your
122
  Qualcomm® ID. Once signed in navigate to `Account -> Settings -> API Token`.
123
 
124
  With this API token, you can configure your client to run models on the cloud
@@ -126,7 +128,7 @@ hosted devices.
126
  ```bash
127
  qai-hub configure --api_token API_TOKEN
128
  ```
129
- Navigate to [docs](https://app.aihub.qualcomm.com/docs/) for more information.
130
 
131
 
132
 
@@ -237,7 +239,7 @@ With the output of the model, you can compute like PSNR, relative errors or
237
  spot check the output with expected output.
238
 
239
  **Note**: This on-device profiling and inference requires access to Qualcomm®
240
- AI Hub. [Sign up for access](https://myaccount.qualcomm.com/signup).
241
 
242
 
243
 
 
37
 
38
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
39
  |---|---|---|---|---|---|---|---|---|
40
+ | FFNet-122NS-LowRes | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 40.131 ms | 1 - 62 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
41
+ | FFNet-122NS-LowRes | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 38.062 ms | 0 - 31 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.dlc) |
42
+ | FFNet-122NS-LowRes | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 14.927 ms | 1 - 122 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
43
+ | FFNet-122NS-LowRes | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 23.653 ms | 3 - 45 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.dlc) |
44
+ | FFNet-122NS-LowRes | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 12.149 ms | 1 - 15 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
45
+ | FFNet-122NS-LowRes | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 11.177 ms | 6 - 20 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.dlc) |
46
+ | FFNet-122NS-LowRes | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 7.038 ms | 7 - 21 MB | NPU | [FFNet-122NS-LowRes.onnx.zip](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.onnx.zip) |
47
+ | FFNet-122NS-LowRes | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 69.809 ms | 0 - 62 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
48
+ | FFNet-122NS-LowRes | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 64.234 ms | 3 - 35 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.dlc) |
49
+ | FFNet-122NS-LowRes | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 40.131 ms | 1 - 62 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
50
+ | FFNet-122NS-LowRes | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 38.062 ms | 0 - 31 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.dlc) |
51
+ | FFNet-122NS-LowRes | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 12.156 ms | 1 - 18 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
52
+ | FFNet-122NS-LowRes | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 11.218 ms | 6 - 20 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.dlc) |
53
+ | FFNet-122NS-LowRes | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 17.147 ms | 1 - 61 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
54
+ | FFNet-122NS-LowRes | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 16.496 ms | 6 - 37 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.dlc) |
55
+ | FFNet-122NS-LowRes | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 12.129 ms | 2 - 18 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
56
+ | FFNet-122NS-LowRes | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 11.148 ms | 6 - 20 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.dlc) |
57
+ | FFNet-122NS-LowRes | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 69.809 ms | 0 - 62 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
58
+ | FFNet-122NS-LowRes | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 64.234 ms | 3 - 35 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.dlc) |
59
+ | FFNet-122NS-LowRes | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 8.292 ms | 1 - 120 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
60
+ | FFNet-122NS-LowRes | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 7.722 ms | 6 - 52 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.dlc) |
61
+ | FFNet-122NS-LowRes | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 4.986 ms | 6 - 61 MB | NPU | [FFNet-122NS-LowRes.onnx.zip](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.onnx.zip) |
62
+ | FFNet-122NS-LowRes | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 6.832 ms | 1 - 68 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
63
+ | FFNet-122NS-LowRes | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 5.899 ms | 6 - 43 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.dlc) |
64
+ | FFNet-122NS-LowRes | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 6.66 ms | 1 - 42 MB | NPU | [FFNet-122NS-LowRes.onnx.zip](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.onnx.zip) |
65
+ | FFNet-122NS-LowRes | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 5.961 ms | 1 - 66 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
66
+ | FFNet-122NS-LowRes | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 5.678 ms | 6 - 46 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.dlc) |
67
+ | FFNet-122NS-LowRes | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 11.751 ms | 91 - 91 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.dlc) |
68
+ | FFNet-122NS-LowRes | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 7.114 ms | 57 - 57 MB | NPU | [FFNet-122NS-LowRes.onnx.zip](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.onnx.zip) |
69
+ | FFNet-122NS-LowRes | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 6.51 ms | 0 - 62 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.tflite) |
70
+ | FFNet-122NS-LowRes | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 9.281 ms | 2 - 66 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.dlc) |
71
+ | FFNet-122NS-LowRes | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.206 ms | 0 - 108 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.tflite) |
72
+ | FFNet-122NS-LowRes | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 6.839 ms | 2 - 105 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.dlc) |
73
+ | FFNet-122NS-LowRes | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.849 ms | 0 - 189 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.tflite) |
74
+ | FFNet-122NS-LowRes | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 4.497 ms | 1 - 13 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.dlc) |
75
+ | FFNet-122NS-LowRes | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 2.976 ms | 0 - 74 MB | NPU | [FFNet-122NS-LowRes.onnx.zip](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.onnx.zip) |
76
+ | FFNet-122NS-LowRes | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 3.306 ms | 0 - 62 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.tflite) |
77
+ | FFNet-122NS-LowRes | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 21.219 ms | 2 - 66 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.dlc) |
78
+ | FFNet-122NS-LowRes | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 9.865 ms | 0 - 74 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.tflite) |
79
+ | FFNet-122NS-LowRes | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 20.085 ms | 1 - 76 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.dlc) |
80
+ | FFNet-122NS-LowRes | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 80.065 ms | 58 - 82 MB | CPU | [FFNet-122NS-LowRes.onnx.zip](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.onnx.zip) |
81
+ | FFNet-122NS-LowRes | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 69.415 ms | 12 - 24 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.tflite) |
82
+ | FFNet-122NS-LowRes | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 80.029 ms | 52 - 89 MB | CPU | [FFNet-122NS-LowRes.onnx.zip](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.onnx.zip) |
83
+ | FFNet-122NS-LowRes | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 6.51 ms | 0 - 62 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.tflite) |
84
+ | FFNet-122NS-LowRes | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 9.281 ms | 2 - 66 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.dlc) |
85
+ | FFNet-122NS-LowRes | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.855 ms | 0 - 193 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.tflite) |
86
+ | FFNet-122NS-LowRes | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 4.492 ms | 2 - 183 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.dlc) |
87
+ | FFNet-122NS-LowRes | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 4.145 ms | 0 - 66 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.tflite) |
88
+ | FFNet-122NS-LowRes | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 6.024 ms | 2 - 72 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.dlc) |
89
+ | FFNet-122NS-LowRes | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.846 ms | 0 - 193 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.tflite) |
90
+ | FFNet-122NS-LowRes | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 4.49 ms | 0 - 171 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.dlc) |
91
+ | FFNet-122NS-LowRes | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 3.306 ms | 0 - 62 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.tflite) |
92
+ | FFNet-122NS-LowRes | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 21.219 ms | 2 - 66 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.dlc) |
93
+ | FFNet-122NS-LowRes | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 2.052 ms | 0 - 106 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.tflite) |
94
+ | FFNet-122NS-LowRes | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 3.169 ms | 2 - 101 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.dlc) |
95
+ | FFNet-122NS-LowRes | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.124 ms | 0 - 107 MB | NPU | [FFNet-122NS-LowRes.onnx.zip](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.onnx.zip) |
96
+ | FFNet-122NS-LowRes | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 1.665 ms | 0 - 74 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.tflite) |
 
97
  | FFNet-122NS-LowRes | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 2.192 ms | 2 - 71 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.dlc) |
98
+ | FFNet-122NS-LowRes | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1.778 ms | 0 - 72 MB | NPU | [FFNet-122NS-LowRes.onnx.zip](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.onnx.zip) |
99
+ | FFNet-122NS-LowRes | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | TFLITE | 4.261 ms | 0 - 70 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.tflite) |
100
+ | FFNet-122NS-LowRes | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 5.729 ms | 2 - 75 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.dlc) |
101
+ | FFNet-122NS-LowRes | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 84.223 ms | 58 - 78 MB | CPU | [FFNet-122NS-LowRes.onnx.zip](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.onnx.zip) |
102
+ | FFNet-122NS-LowRes | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 1.574 ms | 0 - 69 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.tflite) |
103
+ | FFNet-122NS-LowRes | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.801 ms | 2 - 72 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.dlc) |
104
+ | FFNet-122NS-LowRes | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 1.588 ms | 1 - 69 MB | NPU | [FFNet-122NS-LowRes.onnx.zip](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.onnx.zip) |
105
+ | FFNet-122NS-LowRes | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.823 ms | 173 - 173 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.dlc) |
106
+ | FFNet-122NS-LowRes | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.903 ms | 30 - 30 MB | NPU | [FFNet-122NS-LowRes.onnx.zip](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.onnx.zip) |
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  ```
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+ ## Configure Qualcomm® AI Hub Workbench to run this model on a cloud-hosted device
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+ Sign-in to [Qualcomm® AI Hub Workbench](https://workbench.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://workbench.aihub.qualcomm.com/docs/) for more information.
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239
  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 Workbench. [Sign up for access](https://myaccount.qualcomm.com/signup).
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