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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-54S_float.dlc +2 -2
  2. FFNet-54S_float.onnx.zip +2 -2
  3. FFNet-54S_w8a8.onnx.zip +2 -2
  4. FFNet-54S_w8a8.tflite +1 -1
  5. README.md +47 -52
  6. precompiled/qualcomm-snapdragon-x-elite/FFNet-54S_float.bin +0 -3
  7. precompiled/qualcomm-snapdragon-x-elite/FFNet-54S_float.onnx.zip +0 -3
  8. precompiled/qualcomm-snapdragon-x-elite/tool-versions.yaml +0 -3
  9. tool-versions.yaml +2 -2
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README.md CHANGED
@@ -37,57 +37,52 @@ 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-54S | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 169.646 ms | 2 - 66 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 | 152.302 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 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 60.571 ms | 2 - 100 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 | 70.832 ms | 24 - 84 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 | 47.062 ms | 2 - 24 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 | 36.511 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 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 32.172 ms | 24 - 51 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 | 62.95 ms | 0 - 64 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 | 51.907 ms | 24 - 86 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 | 169.646 ms | 2 - 66 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 | 152.302 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 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 46.957 ms | 2 - 17 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 | 36.632 ms | 24 - 53 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 | 68.961 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 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 56.235 ms | 17 - 78 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 | 47.206 ms | 2 - 25 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 | 36.362 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 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 62.95 ms | 0 - 64 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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- | FFNet-54S | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 51.907 ms | 24 - 86 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 S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 47.581 ms | 2 - 18 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 S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 36.667 ms | 24 - 45 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 S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 31.995 ms | 24 - 41 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 S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 31.054 ms | 0 - 96 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 | 25.519 ms | 24 - 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 | 21.646 ms | 30 - 109 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 QRD | Snapdragon® 8 Elite Mobile | TFLITE | 29.931 ms | 2 - 69 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 QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 23.113 ms | 13 - 85 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 QRD | Snapdragon® 8 Elite Mobile | ONNX | 18.835 ms | 28 - 84 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 | 37.961 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 | 31.269 ms | 24 - 24 MB | NPU | [FFNet-54S.onnx.zip](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.onnx.zip) |
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- | FFNet-54S | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 25.325 ms | 1 - 44 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
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- | FFNet-54S | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 10.677 ms | 1 - 69 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) | TFLITE | 9.245 ms | 1 - 16 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 | 88.205 ms | 59 - 236 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 | 10.014 ms | 1 - 44 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) | TFLITE | 61.723 ms | 0 - 142 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 | 1057.838 ms | 135 - 152 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 | 318.739 ms | 1 - 4 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 | 1112.675 ms | 101 - 121 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 | 25.325 ms | 1 - 44 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 | 9.237 ms | 1 - 10 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
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- | FFNet-54S | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 14.727 ms | 1 - 51 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
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- | FFNet-54S | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 9.248 ms | 1 - 13 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
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- | FFNet-54S | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 10.014 ms | 1 - 44 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 S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 9.248 ms | 1 - 12 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 S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 83.885 ms | 64 - 244 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 S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 6.705 ms | 1 - 63 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 | 66.145 ms | 49 - 673 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 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 6.509 ms | 1 - 49 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
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- | FFNet-54S | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 64.152 ms | 83 - 698 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 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 82.528 ms | 116 - 116 MB | NPU | [FFNet-54S.onnx.zip](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.onnx.zip) |
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@@ -169,7 +164,7 @@ from qai_hub_models.models.ffnet_54s import Model
169
  torch_model = Model.from_pretrained()
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171
  # Device
172
- device = hub.Device("Samsung Galaxy S24")
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174
  # Trace model
175
  input_shape = torch_model.get_input_spec()
 
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38
  | 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 | 169.852 ms | 2 - 66 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 | 152.473 ms | 24 - 86 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 | 60.69 ms | 2 - 102 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 | 70.518 ms | 24 - 84 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 | 47.23 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 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 37.137 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 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 31.503 ms | 24 - 51 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 | 63.084 ms | 2 - 66 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 | 51.89 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 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 169.852 ms | 2 - 66 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 | 152.473 ms | 24 - 86 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 | 47.828 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 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 36.673 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 | 69.4 ms | 2 - 69 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
54
+ | FFNet-54S | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 56.347 ms | 18 - 79 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) | TFLITE | 47.866 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 | 37.263 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 | 63.084 ms | 2 - 66 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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+ | FFNet-54S | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 51.89 ms | 24 - 85 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 | 31.292 ms | 1 - 100 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
60
+ | FFNet-54S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 25.303 ms | 24 - 87 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
61
+ | FFNet-54S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 21.165 ms | 28 - 89 MB | NPU | [FFNet-54S.onnx.zip](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.onnx.zip) |
62
+ | FFNet-54S | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 25.068 ms | 1 - 69 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
63
+ | FFNet-54S | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 19.077 ms | 24 - 97 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
64
+ | FFNet-54S | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 15.607 ms | 6 - 69 MB | NPU | [FFNet-54S.onnx.zip](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.onnx.zip) |
65
+ | FFNet-54S | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 37.949 ms | 24 - 24 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
66
+ | FFNet-54S | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 30.485 ms | 24 - 24 MB | NPU | [FFNet-54S.onnx.zip](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.onnx.zip) |
67
+ | FFNet-54S | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 25.308 ms | 0 - 43 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
68
+ | FFNet-54S | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 10.635 ms | 1 - 65 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
69
+ | FFNet-54S | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 9.299 ms | 1 - 16 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
70
+ | FFNet-54S | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 90.364 ms | 46 - 230 MB | NPU | [FFNet-54S.onnx.zip](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.onnx.zip) |
71
+ | FFNet-54S | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 10.016 ms | 1 - 44 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
72
+ | FFNet-54S | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 61.98 ms | 1 - 142 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
73
+ | FFNet-54S | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 1099.479 ms | 189 - 205 MB | CPU | [FFNet-54S.onnx.zip](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.onnx.zip) |
74
+ | FFNet-54S | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 321.225 ms | 1 - 3 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
75
+ | FFNet-54S | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 1184.113 ms | 174 - 188 MB | CPU | [FFNet-54S.onnx.zip](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.onnx.zip) |
76
+ | FFNet-54S | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 25.308 ms | 0 - 43 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
77
+ | FFNet-54S | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 9.304 ms | 2 - 11 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
78
+ | FFNet-54S | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 14.733 ms | 0 - 50 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
79
+ | FFNet-54S | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 9.307 ms | 1 - 11 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
80
+ | FFNet-54S | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 10.016 ms | 1 - 44 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
81
+ | FFNet-54S | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 6.713 ms | 1 - 62 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
82
+ | FFNet-54S | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 67.311 ms | 62 - 878 MB | NPU | [FFNet-54S.onnx.zip](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.onnx.zip) |
83
+ | FFNet-54S | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 5.456 ms | 1 - 51 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
84
+ | FFNet-54S | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 55.56 ms | 79 - 869 MB | NPU | [FFNet-54S.onnx.zip](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.onnx.zip) |
85
+ | FFNet-54S | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 84.855 ms | 116 - 116 MB | NPU | [FFNet-54S.onnx.zip](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.onnx.zip) |
 
 
 
 
 
86
 
87
 
88
 
 
164
  torch_model = Model.from_pretrained()
165
 
166
  # Device
167
+ device = hub.Device("Samsung Galaxy S25")
168
 
169
  # Trace model
170
  input_shape = torch_model.get_input_spec()
precompiled/qualcomm-snapdragon-x-elite/FFNet-54S_float.bin DELETED
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precompiled/qualcomm-snapdragon-x-elite/FFNet-54S_float.onnx.zip DELETED
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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: 1.22.0
 
1
  tool_versions:
2
  onnx:
3
+ qairt: 2.37.1.250807093845_124904
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+ onnx_runtime: 1.22.2