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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 (14) hide show
  1. README.md +52 -57
  2. RegNet_float.dlc +2 -2
  3. RegNet_float.onnx.zip +2 -2
  4. RegNet_w8a8.dlc +2 -2
  5. RegNet_w8a8.tflite +1 -1
  6. precompiled/qualcomm-qcs6490-proxy/RegNet_w8a8.bin +0 -3
  7. precompiled/qualcomm-qcs6490-proxy/RegNet_w8a8.onnx.zip +0 -3
  8. precompiled/qualcomm-qcs6490-proxy/tool-versions.yaml +0 -3
  9. precompiled/qualcomm-snapdragon-x-elite/RegNet_float.bin +0 -3
  10. precompiled/qualcomm-snapdragon-x-elite/RegNet_float.onnx.zip +0 -3
  11. precompiled/qualcomm-snapdragon-x-elite/RegNet_w8a8.bin +0 -3
  12. precompiled/qualcomm-snapdragon-x-elite/RegNet_w8a8.onnx.zip +0 -3
  13. precompiled/qualcomm-snapdragon-x-elite/tool-versions.yaml +0 -3
  14. tool-versions.yaml +1 -1
README.md CHANGED
@@ -37,64 +37,59 @@ 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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- | RegNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 9.886 ms | 0 - 66 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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- | RegNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 9.873 ms | 1 - 46 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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- | RegNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.79 ms | 0 - 76 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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- | RegNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 3.341 ms | 1 - 52 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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- | RegNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.007 ms | 0 - 82 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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- | RegNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.964 ms | 1 - 16 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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- | RegNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.953 ms | 0 - 13 MB | NPU | [RegNet.onnx.zip](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.onnx.zip) |
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- | RegNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 3.239 ms | 0 - 66 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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- | RegNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 3.277 ms | 0 - 45 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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- | RegNet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 9.886 ms | 0 - 66 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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- | RegNet | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 9.873 ms | 1 - 46 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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- | RegNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.014 ms | 0 - 82 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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- | RegNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.965 ms | 0 - 14 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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- | RegNet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.455 ms | 0 - 66 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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- | RegNet | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.38 ms | 1 - 46 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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- | RegNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.005 ms | 0 - 81 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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- | RegNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.993 ms | 0 - 15 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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- | RegNet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 3.239 ms | 0 - 66 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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- | RegNet | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 3.277 ms | 0 - 45 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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- | RegNet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 2.004 ms | 0 - 81 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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- | RegNet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.971 ms | 0 - 19 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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- | RegNet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.915 ms | 0 - 59 MB | NPU | [RegNet.onnx.zip](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.onnx.zip) |
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- | RegNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.402 ms | 0 - 81 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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- | RegNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.426 ms | 1 - 56 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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- | RegNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.436 ms | 0 - 52 MB | NPU | [RegNet.onnx.zip](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.onnx.zip) |
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- | RegNet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.346 ms | 0 - 68 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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- | RegNet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.079 ms | 0 - 50 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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- | RegNet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.356 ms | 1 - 47 MB | NPU | [RegNet.onnx.zip](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.onnx.zip) |
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- | RegNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.188 ms | 119 - 119 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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- | RegNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.953 ms | 40 - 40 MB | NPU | [RegNet.onnx.zip](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.onnx.zip) |
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- | RegNet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 1.98 ms | 0 - 46 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
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- | RegNet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.303 ms | 0 - 47 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
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- | RegNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.904 ms | 0 - 71 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
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- | RegNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.327 ms | 0 - 64 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
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- | RegNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.749 ms | 0 - 68 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
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- | RegNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.938 ms | 0 - 29 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
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  | RegNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.098 ms | 0 - 46 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
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- | RegNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.282 ms | 0 - 48 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
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- | RegNet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 2.481 ms | 0 - 55 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
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- | RegNet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 4.087 ms | 0 - 60 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
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- | RegNet | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 52.231 ms | 3 - 86 MB | GPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
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- | RegNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 1.98 ms | 0 - 46 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
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- | RegNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.303 ms | 0 - 47 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
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- | RegNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.748 ms | 0 - 69 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
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- | RegNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.933 ms | 0 - 39 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
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- | RegNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.351 ms | 0 - 52 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
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- | RegNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.582 ms | 0 - 53 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
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- | RegNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.735 ms | 0 - 70 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
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- | RegNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.918 ms | 2 - 30 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
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  | RegNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.098 ms | 0 - 46 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
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- | RegNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.282 ms | 0 - 48 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
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- | RegNet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.748 ms | 0 - 67 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
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- | RegNet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.933 ms | 0 - 29 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
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- | RegNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.553 ms | 0 - 77 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
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- | RegNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.652 ms | 0 - 67 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
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- | RegNet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.435 ms | 0 - 52 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
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- | RegNet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.56 ms | 0 - 54 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
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- | RegNet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.122 ms | 78 - 78 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
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@@ -176,7 +171,7 @@ from qai_hub_models.models.regnet import Model
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  torch_model = Model.from_pretrained()
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  # Device
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- device = hub.Device("Samsung Galaxy S24")
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  # Trace model
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  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
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  |---|---|---|---|---|---|---|---|---|
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+ | RegNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 9.864 ms | 0 - 66 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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+ | RegNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 9.886 ms | 1 - 47 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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+ | RegNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.709 ms | 0 - 73 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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+ | RegNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 3.302 ms | 1 - 53 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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+ | RegNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.999 ms | 0 - 213 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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+ | RegNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.977 ms | 1 - 14 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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+ | RegNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 2.023 ms | 0 - 51 MB | NPU | [RegNet.onnx.zip](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.onnx.zip) |
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+ | RegNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 3.273 ms | 0 - 66 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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+ | RegNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 3.235 ms | 0 - 45 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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+ | RegNet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 9.864 ms | 0 - 66 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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+ | RegNet | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 9.886 ms | 1 - 47 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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+ | RegNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.024 ms | 0 - 170 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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+ | RegNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.991 ms | 2 - 17 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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+ | RegNet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.403 ms | 0 - 64 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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+ | RegNet | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.392 ms | 1 - 45 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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+ | RegNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.009 ms | 0 - 163 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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+ | RegNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.969 ms | 1 - 20 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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+ | RegNet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 3.273 ms | 0 - 66 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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+ | RegNet | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 3.235 ms | 0 - 45 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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+ | RegNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.393 ms | 0 - 76 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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+ | RegNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.422 ms | 1 - 56 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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+ | RegNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.425 ms | 0 - 56 MB | NPU | [RegNet.onnx.zip](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.onnx.zip) |
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+ | RegNet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 1.137 ms | 0 - 72 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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+ | RegNet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.084 ms | 1 - 53 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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+ | RegNet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1.16 ms | 0 - 52 MB | NPU | [RegNet.onnx.zip](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.onnx.zip) |
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+ | RegNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.244 ms | 111 - 111 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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+ | RegNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.957 ms | 40 - 40 MB | NPU | [RegNet.onnx.zip](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.onnx.zip) |
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+ | RegNet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 1.95 ms | 0 - 46 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
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+ | RegNet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.286 ms | 0 - 47 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
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+ | RegNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.903 ms | 0 - 71 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
70
+ | RegNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.294 ms | 0 - 67 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
71
+ | RegNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.739 ms | 0 - 69 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
72
+ | RegNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.93 ms | 0 - 18 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
 
 
 
73
  | RegNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.098 ms | 0 - 46 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
74
+ | RegNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.272 ms | 0 - 47 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
75
+ | RegNet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 2.529 ms | 0 - 55 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
76
+ | RegNet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 4.014 ms | 0 - 60 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
77
+ | RegNet | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 52.365 ms | 3 - 88 MB | GPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
78
+ | RegNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 1.95 ms | 0 - 46 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
79
+ | RegNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.286 ms | 0 - 47 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
80
+ | RegNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.733 ms | 0 - 69 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
81
+ | RegNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.926 ms | 0 - 33 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
82
+ | RegNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.366 ms | 0 - 51 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
83
+ | RegNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.612 ms | 0 - 54 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
84
+ | RegNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.751 ms | 0 - 68 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
85
+ | RegNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.908 ms | 0 - 38 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
86
  | RegNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.098 ms | 0 - 46 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
87
+ | RegNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.272 ms | 0 - 47 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
88
+ | RegNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.537 ms | 0 - 79 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
89
+ | RegNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.649 ms | 0 - 66 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
90
+ | RegNet | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.429 ms | 0 - 52 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
91
+ | RegNet | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.488 ms | 0 - 56 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
92
+ | RegNet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.104 ms | 78 - 78 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
 
 
93
 
94
 
95
 
 
171
  torch_model = Model.from_pretrained()
172
 
173
  # Device
174
+ device = hub.Device("Samsung Galaxy S25")
175
 
176
  # Trace model
177
  input_shape = torch_model.get_input_spec()
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