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v0.43.0

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See https://github.com/quic/ai-hub-models/releases/v0.43.0 for changelog.

Files changed (7) hide show
  1. .gitattributes +1 -0
  2. FFNet-54S_float.dlc +1 -1
  3. FFNet-54S_float.onnx.zip +1 -1
  4. FFNet-54S_w8a8.dlc +3 -0
  5. FFNet-54S_w8a8.onnx.zip +2 -2
  6. FFNet-54S_w8a8.tflite +2 -2
  7. README.md +67 -53
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@@ -37,59 +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-54S | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 169.694 ms | 2 - 67 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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- | FFNet-54S | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 152.465 ms | 24 - 88 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
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- | FFNet-54S | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 60.726 ms | 2 - 101 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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- | FFNet-54S | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 71.487 ms | 24 - 85 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
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- | FFNet-54S | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 47.076 ms | 2 - 21 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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- | FFNet-54S | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 36.657 ms | 5 - 32 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
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- | FFNet-54S | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 31.375 ms | 24 - 43 MB | NPU | [FFNet-54S.onnx.zip](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.onnx.zip) |
47
- | FFNet-54S | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 63.164 ms | 2 - 67 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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- | FFNet-54S | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 51.728 ms | 24 - 87 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
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- | FFNet-54S | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 169.694 ms | 2 - 67 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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- | FFNet-54S | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 152.465 ms | 24 - 88 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
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- | FFNet-54S | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 47.359 ms | 2 - 21 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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- | FFNet-54S | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 36.887 ms | 24 - 43 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
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- | FFNet-54S | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 69.115 ms | 3 - 68 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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- | FFNet-54S | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 56.777 ms | 24 - 85 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
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- | FFNet-54S | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 47.402 ms | 2 - 20 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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- | FFNet-54S | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 36.69 ms | 24 - 44 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
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- | FFNet-54S | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 63.164 ms | 2 - 67 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
58
- | FFNet-54S | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 51.728 ms | 24 - 87 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
59
- | FFNet-54S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 31.157 ms | 2 - 101 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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- | FFNet-54S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 25.86 ms | 22 - 90 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
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- | FFNet-54S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 20.88 ms | 31 - 90 MB | NPU | [FFNet-54S.onnx.zip](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.onnx.zip) |
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- | FFNet-54S | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 24.987 ms | 2 - 70 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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- | FFNet-54S | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 19.014 ms | 24 - 100 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
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- | FFNet-54S | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 15.871 ms | 6 - 71 MB | NPU | [FFNet-54S.onnx.zip](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.onnx.zip) |
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- | FFNet-54S | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 20.962 ms | 1 - 70 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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- | FFNet-54S | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 13.761 ms | 18 - 106 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
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- | FFNet-54S | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 11.806 ms | 29 - 104 MB | NPU | [FFNet-54S.onnx.zip](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.onnx.zip) |
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- | FFNet-54S | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 37.964 ms | 24 - 24 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
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- | FFNet-54S | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 30.527 ms | 24 - 24 MB | NPU | [FFNet-54S.onnx.zip](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.onnx.zip) |
70
- | FFNet-54S | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 25.35 ms | 1 - 46 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
71
- | FFNet-54S | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 10.714 ms | 1 - 68 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
72
- | FFNet-54S | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 9.292 ms | 1 - 17 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
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- | FFNet-54S | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 10.93 ms | 0 - 49 MB | NPU | [FFNet-54S.onnx.zip](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.onnx.zip) |
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- | FFNet-54S | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 10.069 ms | 0 - 46 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
75
- | FFNet-54S | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 62.071 ms | 1 - 144 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
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- | FFNet-54S | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 416.383 ms | 191 - 209 MB | CPU | [FFNet-54S.onnx.zip](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.onnx.zip) |
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- | FFNet-54S | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 320.899 ms | 1 - 3 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
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- | FFNet-54S | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 371.665 ms | 169 - 188 MB | CPU | [FFNet-54S.onnx.zip](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.onnx.zip) |
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- | FFNet-54S | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 25.35 ms | 1 - 46 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
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- | FFNet-54S | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 9.295 ms | 1 - 13 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
81
- | FFNet-54S | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 14.745 ms | 0 - 49 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
82
- | FFNet-54S | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 9.293 ms | 1 - 13 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
83
- | FFNet-54S | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 10.069 ms | 0 - 46 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
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- | FFNet-54S | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 6.727 ms | 1 - 64 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
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- | FFNet-54S | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 7.587 ms | 7 - 82 MB | NPU | [FFNet-54S.onnx.zip](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.onnx.zip) |
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- | FFNet-54S | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 5.473 ms | 0 - 52 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
87
- | FFNet-54S | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 5.631 ms | 1 - 62 MB | NPU | [FFNet-54S.onnx.zip](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.onnx.zip) |
88
- | FFNet-54S | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | TFLITE | 14.683 ms | 0 - 62 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
89
- | FFNet-54S | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 427.085 ms | 195 - 212 MB | CPU | [FFNet-54S.onnx.zip](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.onnx.zip) |
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- | FFNet-54S | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 4.903 ms | 1 - 50 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
91
- | FFNet-54S | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 4.218 ms | 7 - 71 MB | NPU | [FFNet-54S.onnx.zip](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.onnx.zip) |
92
- | FFNet-54S | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 11.722 ms | 12 - 12 MB | NPU | [FFNet-54S.onnx.zip](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.onnx.zip) |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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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-54S | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 169.564 ms | 0 - 65 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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+ | FFNet-54S | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 152.343 ms | 24 - 87 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
42
+ | FFNet-54S | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 60.672 ms | 2 - 104 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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+ | FFNet-54S | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 70.55 ms | 24 - 88 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
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+ | FFNet-54S | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 47.185 ms | 2 - 21 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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+ | FFNet-54S | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 37.162 ms | 24 - 42 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
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+ | FFNet-54S | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 32.355 ms | 24 - 42 MB | NPU | [FFNet-54S.onnx.zip](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.onnx.zip) |
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+ | FFNet-54S | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 63.126 ms | 2 - 67 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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+ | FFNet-54S | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 51.696 ms | 23 - 87 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
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+ | FFNet-54S | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 169.564 ms | 0 - 65 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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+ | FFNet-54S | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 152.343 ms | 24 - 87 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
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+ | FFNet-54S | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 47.865 ms | 2 - 21 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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+ | FFNet-54S | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 36.862 ms | 24 - 47 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
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+ | FFNet-54S | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 69.079 ms | 3 - 67 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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+ | FFNet-54S | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 56.757 ms | 24 - 86 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
55
+ | FFNet-54S | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 37.22 ms | 24 - 45 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
56
+ | FFNet-54S | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 63.126 ms | 2 - 67 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
57
+ | FFNet-54S | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 51.696 ms | 23 - 87 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
58
+ | FFNet-54S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 31.067 ms | 2 - 102 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
59
+ | FFNet-54S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 25.56 ms | 24 - 89 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
60
+ | FFNet-54S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 21.424 ms | 30 - 89 MB | NPU | [FFNet-54S.onnx.zip](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.onnx.zip) |
61
+ | FFNet-54S | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 25.127 ms | 1 - 70 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
62
+ | FFNet-54S | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 18.948 ms | 24 - 101 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
63
+ | FFNet-54S | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 15.672 ms | 6 - 71 MB | NPU | [FFNet-54S.onnx.zip](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.onnx.zip) |
64
+ | FFNet-54S | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 20.979 ms | 1 - 70 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
65
+ | FFNet-54S | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 13.785 ms | 22 - 109 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
66
+ | FFNet-54S | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 11.81 ms | 30 - 106 MB | NPU | [FFNet-54S.onnx.zip](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.onnx.zip) |
67
+ | FFNet-54S | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 38.105 ms | 24 - 24 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
68
+ | FFNet-54S | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 30.447 ms | 24 - 24 MB | NPU | [FFNet-54S.onnx.zip](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.onnx.zip) |
69
+ | FFNet-54S | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | TFLITE | 45.706 ms | 1 - 27 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
70
+ | FFNet-54S | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | QNN_DLC | 79.794 ms | 6 - 265 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.dlc) |
71
+ | FFNet-54S | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | ONNX | 408.463 ms | 179 - 237 MB | CPU | [FFNet-54S.onnx.zip](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.onnx.zip) |
72
+ | FFNet-54S | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 25.932 ms | 1 - 46 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
73
+ | FFNet-54S | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 35.939 ms | 6 - 67 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.dlc) |
74
+ | FFNet-54S | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 10.805 ms | 1 - 67 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
75
+ | FFNet-54S | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 20.263 ms | 6 - 85 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.dlc) |
76
+ | FFNet-54S | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 9.643 ms | 1 - 14 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
77
+ | FFNet-54S | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 15.977 ms | 6 - 29 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.dlc) |
78
+ | FFNet-54S | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 10.505 ms | 0 - 50 MB | NPU | [FFNet-54S.onnx.zip](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.onnx.zip) |
79
+ | FFNet-54S | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 10.433 ms | 1 - 46 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
80
+ | FFNet-54S | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 16.405 ms | 5 - 66 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.dlc) |
81
+ | FFNet-54S | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 324.017 ms | 1 - 3 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
82
+ | FFNet-54S | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 363.736 ms | 178 - 204 MB | CPU | [FFNet-54S.onnx.zip](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.onnx.zip) |
83
+ | FFNet-54S | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 25.932 ms | 1 - 46 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
84
+ | FFNet-54S | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 35.939 ms | 6 - 67 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.dlc) |
85
+ | FFNet-54S | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 9.643 ms | 1 - 12 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
86
+ | FFNet-54S | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 15.99 ms | 6 - 26 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.dlc) |
87
+ | FFNet-54S | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 14.919 ms | 0 - 50 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
88
+ | FFNet-54S | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 21.727 ms | 6 - 82 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.dlc) |
89
+ | FFNet-54S | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 9.656 ms | 1 - 15 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
90
+ | FFNet-54S | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 15.981 ms | 6 - 24 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.dlc) |
91
+ | FFNet-54S | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 10.433 ms | 1 - 46 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
92
+ | FFNet-54S | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 16.405 ms | 5 - 66 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.dlc) |
93
+ | FFNet-54S | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 7.016 ms | 1 - 68 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
94
+ | FFNet-54S | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 11.124 ms | 6 - 82 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.dlc) |
95
+ | FFNet-54S | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 7.246 ms | 6 - 82 MB | NPU | [FFNet-54S.onnx.zip](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.onnx.zip) |
96
+ | FFNet-54S | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 5.674 ms | 0 - 51 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
97
+ | FFNet-54S | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 7.43 ms | 6 - 78 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.dlc) |
98
+ | FFNet-54S | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 7.524 ms | 1 - 61 MB | NPU | [FFNet-54S.onnx.zip](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.onnx.zip) |
99
+ | FFNet-54S | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | TFLITE | 14.578 ms | 0 - 62 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
100
+ | FFNet-54S | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 20.487 ms | 6 - 88 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.dlc) |
101
+ | FFNet-54S | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 429.835 ms | 194 - 211 MB | CPU | [FFNet-54S.onnx.zip](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.onnx.zip) |
102
+ | FFNet-54S | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 4.967 ms | 1 - 53 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
103
+ | FFNet-54S | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 5.482 ms | 6 - 91 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.dlc) |
104
+ | FFNet-54S | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 4.093 ms | 7 - 70 MB | NPU | [FFNet-54S.onnx.zip](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.onnx.zip) |
105
+ | FFNet-54S | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 16.685 ms | 35 - 35 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.dlc) |
106
+ | FFNet-54S | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 11.258 ms | 13 - 13 MB | NPU | [FFNet-54S.onnx.zip](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.onnx.zip) |
107
 
108
 
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