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v0.38.0

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See https://github.com/quic/ai-hub-models/releases/v0.38.0 for changelog.

Files changed (9) hide show
  1. FFNet-40S_float.dlc +2 -2
  2. FFNet-40S_float.onnx.zip +2 -2
  3. FFNet-40S_w8a8.onnx.zip +2 -2
  4. FFNet-40S_w8a8.tflite +1 -1
  5. README.md +47 -52
  6. precompiled/qualcomm-snapdragon-x-elite/FFNet-40S_float.bin +0 -3
  7. precompiled/qualcomm-snapdragon-x-elite/FFNet-40S_float.onnx.zip +0 -3
  8. precompiled/qualcomm-snapdragon-x-elite/tool-versions.yaml +0 -3
  9. tool-versions.yaml +1 -1
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README.md CHANGED
@@ -38,57 +38,52 @@ 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-40S | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 149.791 ms | 1 - 54 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
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- | FFNet-40S | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 132.568 ms | 24 - 83 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
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- | FFNet-40S | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 55.915 ms | 2 - 85 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
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- | FFNet-40S | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 65.64 ms | 24 - 87 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
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- | FFNet-40S | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 44.968 ms | 2 - 27 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
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- | FFNet-40S | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 34.502 ms | 24 - 50 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
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- | FFNet-40S | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 29.964 ms | 0 - 52 MB | NPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.onnx.zip) |
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- | FFNet-40S | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 58.26 ms | 2 - 57 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
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- | FFNet-40S | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 47.325 ms | 1 - 60 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
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- | FFNet-40S | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 149.791 ms | 1 - 54 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
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- | FFNet-40S | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 132.568 ms | 24 - 83 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
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- | FFNet-40S | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 44.867 ms | 2 - 23 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
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- | FFNet-40S | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 34.328 ms | 24 - 52 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
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- | FFNet-40S | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 63.92 ms | 2 - 59 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
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- | FFNet-40S | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 51.805 ms | 1 - 60 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
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- | FFNet-40S | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 44.94 ms | 2 - 27 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
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- | FFNet-40S | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 34.504 ms | 24 - 45 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
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- | FFNet-40S | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 58.26 ms | 2 - 57 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
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- | FFNet-40S | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 47.325 ms | 1 - 60 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
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- | FFNet-40S | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 44.951 ms | 3 - 29 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
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- | FFNet-40S | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 34.352 ms | 24 - 52 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
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- | FFNet-40S | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 29.329 ms | 24 - 70 MB | NPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.onnx.zip) |
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- | FFNet-40S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 29.273 ms | 1 - 84 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
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- | FFNet-40S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 23.414 ms | 24 - 82 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
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- | FFNet-40S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 20.639 ms | 32 - 107 MB | NPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.onnx.zip) |
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- | FFNet-40S | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 28.828 ms | 2 - 58 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
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- | FFNet-40S | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 17.284 ms | 24 - 92 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
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- | FFNet-40S | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 17.698 ms | 29 - 84 MB | NPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.onnx.zip) |
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- | FFNet-40S | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 35.582 ms | 24 - 24 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
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- | FFNet-40S | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 28.829 ms | 24 - 24 MB | NPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.onnx.zip) |
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- | FFNet-40S | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 23.269 ms | 1 - 39 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
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- | FFNet-40S | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 9.8 ms | 1 - 60 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
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- | FFNet-40S | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 8.805 ms | 1 - 12 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
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- | FFNet-40S | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 70.718 ms | 72 - 221 MB | NPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.onnx.zip) |
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- | FFNet-40S | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 9.634 ms | 1 - 39 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
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- | FFNet-40S | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 56.337 ms | 1 - 127 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
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- | FFNet-40S | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 981.422 ms | 118 - 134 MB | CPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.onnx.zip) |
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- | FFNet-40S | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 308.661 ms | 1 - 3 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
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- | FFNet-40S | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 950.564 ms | 182 - 197 MB | CPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.onnx.zip) |
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- | FFNet-40S | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 23.269 ms | 1 - 39 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
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- | FFNet-40S | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 8.854 ms | 1 - 14 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
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- | FFNet-40S | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 13.315 ms | 0 - 42 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
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- | FFNet-40S | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 8.846 ms | 1 - 11 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
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- | FFNet-40S | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 9.634 ms | 1 - 39 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
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- | FFNet-40S | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 8.843 ms | 0 - 21 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
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- | FFNet-40S | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 74.705 ms | 69 - 218 MB | NPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.onnx.zip) |
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- | FFNet-40S | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 6.423 ms | 0 - 54 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
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- | FFNet-40S | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 56.825 ms | 81 - 589 MB | NPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.onnx.zip) |
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- | FFNet-40S | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 5.183 ms | 0 - 44 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
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- | FFNet-40S | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 53.828 ms | 84 - 567 MB | NPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.onnx.zip) |
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- | FFNet-40S | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 72.19 ms | 113 - 113 MB | NPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.onnx.zip) |
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@@ -170,7 +165,7 @@ from qai_hub_models.models.ffnet_40s import Model
170
  torch_model = Model.from_pretrained()
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172
  # Device
173
- device = hub.Device("Samsung Galaxy S24")
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  # Trace model
176
  input_shape = torch_model.get_input_spec()
 
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
40
  |---|---|---|---|---|---|---|---|---|
41
+ | FFNet-40S | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 149.909 ms | 1 - 55 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
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+ | FFNet-40S | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 132.576 ms | 24 - 83 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
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+ | FFNet-40S | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 55.523 ms | 2 - 85 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
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+ | FFNet-40S | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 65.411 ms | 24 - 83 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
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+ | FFNet-40S | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 45.211 ms | 2 - 20 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
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+ | FFNet-40S | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 34.56 ms | 24 - 44 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
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+ | FFNet-40S | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 29.069 ms | 0 - 47 MB | NPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.onnx.zip) |
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+ | FFNet-40S | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 58.373 ms | 2 - 57 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
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+ | FFNet-40S | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 47.401 ms | 24 - 83 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
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+ | FFNet-40S | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 149.909 ms | 1 - 55 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
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+ | FFNet-40S | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 132.576 ms | 24 - 83 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
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+ | FFNet-40S | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 45.318 ms | 0 - 16 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
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+ | FFNet-40S | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 34.644 ms | 24 - 44 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
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+ | FFNet-40S | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 64.41 ms | 2 - 59 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
55
+ | FFNet-40S | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 52.041 ms | 18 - 78 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
56
+ | FFNet-40S | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 45.373 ms | 2 - 19 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
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+ | FFNet-40S | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 34.237 ms | 24 - 43 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
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+ | FFNet-40S | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 58.373 ms | 2 - 57 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
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+ | FFNet-40S | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 47.401 ms | 24 - 83 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
60
+ | FFNet-40S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 29.376 ms | 1 - 84 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
61
+ | FFNet-40S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 23.757 ms | 24 - 90 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
62
+ | FFNet-40S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 19.42 ms | 32 - 86 MB | NPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.onnx.zip) |
63
+ | FFNet-40S | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 23.644 ms | 2 - 60 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
64
+ | FFNet-40S | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 17.507 ms | 18 - 85 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
65
+ | FFNet-40S | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 14.054 ms | 7 - 68 MB | NPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.onnx.zip) |
66
+ | FFNet-40S | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 35.557 ms | 24 - 24 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
67
+ | FFNet-40S | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 28.14 ms | 24 - 24 MB | NPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.onnx.zip) |
68
+ | FFNet-40S | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 23.255 ms | 1 - 38 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
69
+ | FFNet-40S | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 9.833 ms | 1 - 56 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
70
+ | FFNet-40S | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 8.849 ms | 1 - 14 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
71
+ | FFNet-40S | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 74.106 ms | 62 - 198 MB | NPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.onnx.zip) |
72
+ | FFNet-40S | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 9.623 ms | 1 - 38 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
73
+ | FFNet-40S | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 55.941 ms | 1 - 127 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
74
+ | FFNet-40S | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 1035.277 ms | 117 - 132 MB | CPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.onnx.zip) |
75
+ | FFNet-40S | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 306.929 ms | 1 - 4 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
76
+ | FFNet-40S | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 956.866 ms | 112 - 130 MB | CPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.onnx.zip) |
77
+ | FFNet-40S | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 23.255 ms | 1 - 38 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
78
+ | FFNet-40S | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 8.889 ms | 1 - 13 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
79
+ | FFNet-40S | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 13.36 ms | 1 - 45 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
80
+ | FFNet-40S | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 8.862 ms | 1 - 9 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
81
+ | FFNet-40S | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 9.623 ms | 1 - 38 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
82
+ | FFNet-40S | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 6.433 ms | 1 - 56 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
83
+ | FFNet-40S | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 56.286 ms | 64 - 730 MB | NPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.onnx.zip) |
84
+ | FFNet-40S | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 5.188 ms | 1 - 45 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
85
+ | FFNet-40S | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 45.275 ms | 77 - 742 MB | NPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.onnx.zip) |
86
+ | FFNet-40S | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 73.635 ms | 116 - 116 MB | NPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.onnx.zip) |
 
 
 
 
 
87
 
88
 
89
 
 
165
  torch_model = Model.from_pretrained()
166
 
167
  # Device
168
+ device = hub.Device("Samsung Galaxy S25")
169
 
170
  # Trace model
171
  input_shape = torch_model.get_input_spec()
precompiled/qualcomm-snapdragon-x-elite/FFNet-40S_float.bin DELETED
@@ -1,3 +0,0 @@
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- size 29270016
 
 
 
 
precompiled/qualcomm-snapdragon-x-elite/FFNet-40S_float.onnx.zip DELETED
@@ -1,3 +0,0 @@
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precompiled/qualcomm-snapdragon-x-elite/tool-versions.yaml DELETED
@@ -1,3 +0,0 @@
1
- tool_versions:
2
- precompiled_qnn_onnx:
3
- qairt: 2.36.4.250725200057_123280
 
 
 
 
tool-versions.yaml CHANGED
@@ -1,4 +1,4 @@
1
  tool_versions:
2
  onnx:
3
- qairt: 2.36.4.250725200057_123280
4
  onnx_runtime: 1.22.2
 
1
  tool_versions:
2
  onnx:
3
+ qairt: 2.37.1.250807093845_124904
4
  onnx_runtime: 1.22.2