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v0.42.0

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See https://github.com/quic/ai-hub-models/releases/v0.42.0 for changelog.

Files changed (5) hide show
  1. README.md +57 -54
  2. ResNet-2Plus1D_float.dlc +2 -2
  3. ResNet-2Plus1D_float.onnx.zip +1 -1
  4. ResNet-2Plus1D_w8a8.dlc +2 -2
  5. ResNet-2Plus1D_w8a8.onnx.zip +2 -2
README.md CHANGED
@@ -37,56 +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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- | ResNet-2Plus1D | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 737.58 ms | 0 - 61 MB | NPU | [ResNet-2Plus1D.tflite](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.tflite) |
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- | ResNet-2Plus1D | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 81.291 ms | 0 - 62 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.dlc) |
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- | ResNet-2Plus1D | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 412.316 ms | 0 - 82 MB | NPU | [ResNet-2Plus1D.tflite](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.tflite) |
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- | ResNet-2Plus1D | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 25.967 ms | 2 - 83 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.dlc) |
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- | ResNet-2Plus1D | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 399.824 ms | 3 - 29 MB | NPU | [ResNet-2Plus1D.tflite](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.tflite) |
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- | ResNet-2Plus1D | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 12.202 ms | 2 - 25 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.dlc) |
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- | ResNet-2Plus1D | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 11.955 ms | 5 - 20 MB | NPU | [ResNet-2Plus1D.onnx.zip](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.onnx.zip) |
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- | ResNet-2Plus1D | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 373.396 ms | 0 - 62 MB | NPU | [ResNet-2Plus1D.tflite](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.tflite) |
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- | ResNet-2Plus1D | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 95.887 ms | 0 - 64 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.dlc) |
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- | ResNet-2Plus1D | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 737.58 ms | 0 - 61 MB | NPU | [ResNet-2Plus1D.tflite](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.tflite) |
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- | ResNet-2Plus1D | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 81.291 ms | 0 - 62 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.dlc) |
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- | ResNet-2Plus1D | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 410.885 ms | 0 - 24 MB | NPU | [ResNet-2Plus1D.tflite](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.tflite) |
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- | ResNet-2Plus1D | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 12.152 ms | 2 - 23 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.dlc) |
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- | ResNet-2Plus1D | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 448.653 ms | 0 - 54 MB | NPU | [ResNet-2Plus1D.tflite](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.tflite) |
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- | ResNet-2Plus1D | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 22.566 ms | 0 - 54 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.dlc) |
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- | ResNet-2Plus1D | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 401.568 ms | 0 - 29 MB | NPU | [ResNet-2Plus1D.tflite](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.tflite) |
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- | ResNet-2Plus1D | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 12.182 ms | 2 - 25 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.dlc) |
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- | ResNet-2Plus1D | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 373.396 ms | 0 - 62 MB | NPU | [ResNet-2Plus1D.tflite](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.tflite) |
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- | ResNet-2Plus1D | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 95.887 ms | 0 - 64 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.dlc) |
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- | ResNet-2Plus1D | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 283.908 ms | 0 - 86 MB | NPU | [ResNet-2Plus1D.tflite](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.tflite) |
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- | ResNet-2Plus1D | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 8.728 ms | 2 - 93 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.dlc) |
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- | ResNet-2Plus1D | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 8.716 ms | 2 - 90 MB | NPU | [ResNet-2Plus1D.onnx.zip](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.onnx.zip) |
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- | ResNet-2Plus1D | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 277.684 ms | 0 - 64 MB | NPU | [ResNet-2Plus1D.tflite](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.tflite) |
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- | ResNet-2Plus1D | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 7.056 ms | 0 - 66 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.dlc) |
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- | ResNet-2Plus1D | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 7.209 ms | 0 - 57 MB | NPU | [ResNet-2Plus1D.onnx.zip](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.onnx.zip) |
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- | ResNet-2Plus1D | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 276.783 ms | 0 - 65 MB | NPU | [ResNet-2Plus1D.tflite](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.tflite) |
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- | ResNet-2Plus1D | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 5.335 ms | 2 - 74 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.dlc) |
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- | ResNet-2Plus1D | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 5.495 ms | 2 - 62 MB | NPU | [ResNet-2Plus1D.onnx.zip](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.onnx.zip) |
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- | ResNet-2Plus1D | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 12.704 ms | 816 - 816 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.dlc) |
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- | ResNet-2Plus1D | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 12.326 ms | 60 - 60 MB | NPU | [ResNet-2Plus1D.onnx.zip](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.onnx.zip) |
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- | ResNet-2Plus1D | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 13.036 ms | 1 - 42 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D_w8a8.dlc) |
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- | ResNet-2Plus1D | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 5.629 ms | 1 - 61 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D_w8a8.dlc) |
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- | ResNet-2Plus1D | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 4.101 ms | 1 - 12 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D_w8a8.dlc) |
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- | ResNet-2Plus1D | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 3.79 ms | 0 - 77 MB | NPU | [ResNet-2Plus1D.onnx.zip](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D_w8a8.onnx.zip) |
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- | ResNet-2Plus1D | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 4.516 ms | 1 - 43 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D_w8a8.dlc) |
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- | ResNet-2Plus1D | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 223.809 ms | 38 - 51 MB | CPU | [ResNet-2Plus1D.onnx.zip](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D_w8a8.onnx.zip) |
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- | ResNet-2Plus1D | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 218.728 ms | 28 - 71 MB | CPU | [ResNet-2Plus1D.onnx.zip](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D_w8a8.onnx.zip) |
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- | ResNet-2Plus1D | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 13.036 ms | 1 - 42 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D_w8a8.dlc) |
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- | ResNet-2Plus1D | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 4.092 ms | 1 - 13 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D_w8a8.dlc) |
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- | ResNet-2Plus1D | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 7.391 ms | 1 - 49 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D_w8a8.dlc) |
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- | ResNet-2Plus1D | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 4.097 ms | 1 - 13 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D_w8a8.dlc) |
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- | ResNet-2Plus1D | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 4.516 ms | 1 - 43 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D_w8a8.dlc) |
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- | ResNet-2Plus1D | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.949 ms | 1 - 58 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D_w8a8.dlc) |
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- | ResNet-2Plus1D | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.676 ms | 0 - 57 MB | NPU | [ResNet-2Plus1D.onnx.zip](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D_w8a8.onnx.zip) |
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- | ResNet-2Plus1D | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 2.268 ms | 1 - 48 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D_w8a8.dlc) |
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- | ResNet-2Plus1D | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 2.275 ms | 0 - 51 MB | NPU | [ResNet-2Plus1D.onnx.zip](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D_w8a8.onnx.zip) |
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- | ResNet-2Plus1D | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.719 ms | 1 - 48 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D_w8a8.dlc) |
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- | ResNet-2Plus1D | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 1.731 ms | 1 - 56 MB | NPU | [ResNet-2Plus1D.onnx.zip](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D_w8a8.onnx.zip) |
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- | ResNet-2Plus1D | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.422 ms | 297 - 297 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D_w8a8.dlc) |
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- | ResNet-2Plus1D | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 3.791 ms | 31 - 31 MB | NPU | [ResNet-2Plus1D.onnx.zip](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D_w8a8.onnx.zip) |
 
 
 
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@@ -101,9 +104,9 @@ pip install "qai-hub-models[resnet-2plus1d]"
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  ```
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- ## Configure Qualcomm® AI Hub to run this model on a cloud-hosted device
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- Sign-in to [Qualcomm® AI Hub](https://app.aihub.qualcomm.com/) with your
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  Qualcomm® ID. Once signed in navigate to `Account -> Settings -> API Token`.
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  With this API token, you can configure your client to run models on the cloud
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  ```bash
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  qai-hub configure --api_token API_TOKEN
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  ```
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- Navigate to [docs](https://app.aihub.qualcomm.com/docs/) for more information.
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@@ -222,7 +225,7 @@ With the output of the model, you can compute like PSNR, relative errors or
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  spot check the output with expected output.
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  **Note**: This on-device profiling and inference requires access to Qualcomm®
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- AI Hub. [Sign up for access](https://myaccount.qualcomm.com/signup).
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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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+ | ResNet-2Plus1D | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 696.656 ms | 0 - 64 MB | NPU | [ResNet-2Plus1D.tflite](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.tflite) |
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+ | ResNet-2Plus1D | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 82.083 ms | 0 - 76 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.dlc) |
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+ | ResNet-2Plus1D | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 415.621 ms | 0 - 87 MB | NPU | [ResNet-2Plus1D.tflite](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.tflite) |
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+ | ResNet-2Plus1D | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 26.837 ms | 2 - 83 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.dlc) |
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+ | ResNet-2Plus1D | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 377.771 ms | 0 - 23 MB | NPU | [ResNet-2Plus1D.tflite](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.tflite) |
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+ | ResNet-2Plus1D | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 12.803 ms | 2 - 26 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.dlc) |
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+ | ResNet-2Plus1D | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 11.972 ms | 2 - 20 MB | NPU | [ResNet-2Plus1D.onnx.zip](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.onnx.zip) |
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+ | ResNet-2Plus1D | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 368.697 ms | 0 - 62 MB | NPU | [ResNet-2Plus1D.tflite](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.tflite) |
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+ | ResNet-2Plus1D | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 98.935 ms | 0 - 77 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.dlc) |
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+ | ResNet-2Plus1D | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 696.656 ms | 0 - 64 MB | NPU | [ResNet-2Plus1D.tflite](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.tflite) |
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+ | ResNet-2Plus1D | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 82.083 ms | 0 - 76 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.dlc) |
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+ | ResNet-2Plus1D | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 372.68 ms | 0 - 26 MB | NPU | [ResNet-2Plus1D.tflite](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.tflite) |
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+ | ResNet-2Plus1D | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 12.787 ms | 2 - 29 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.dlc) |
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+ | ResNet-2Plus1D | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 443.823 ms | 0 - 57 MB | NPU | [ResNet-2Plus1D.tflite](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.tflite) |
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+ | ResNet-2Plus1D | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 22.952 ms | 0 - 56 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.dlc) |
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+ | ResNet-2Plus1D | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 379.399 ms | 0 - 25 MB | NPU | [ResNet-2Plus1D.tflite](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.tflite) |
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+ | ResNet-2Plus1D | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 12.827 ms | 2 - 27 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.dlc) |
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+ | ResNet-2Plus1D | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 368.697 ms | 0 - 62 MB | NPU | [ResNet-2Plus1D.tflite](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.tflite) |
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+ | ResNet-2Plus1D | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 98.935 ms | 0 - 77 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.dlc) |
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+ | ResNet-2Plus1D | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 280.843 ms | 0 - 91 MB | NPU | [ResNet-2Plus1D.tflite](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.tflite) |
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+ | ResNet-2Plus1D | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 9.206 ms | 1 - 89 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.dlc) |
61
+ | ResNet-2Plus1D | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 8.725 ms | 2 - 93 MB | NPU | [ResNet-2Plus1D.onnx.zip](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.onnx.zip) |
62
+ | ResNet-2Plus1D | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 273.838 ms | 0 - 64 MB | NPU | [ResNet-2Plus1D.tflite](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.tflite) |
63
+ | ResNet-2Plus1D | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 7.309 ms | 0 - 79 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.dlc) |
64
+ | ResNet-2Plus1D | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 7.234 ms | 0 - 57 MB | NPU | [ResNet-2Plus1D.onnx.zip](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.onnx.zip) |
65
+ | ResNet-2Plus1D | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 277.682 ms | 0 - 67 MB | NPU | [ResNet-2Plus1D.tflite](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.tflite) |
66
+ | ResNet-2Plus1D | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 5.378 ms | 2 - 75 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.dlc) |
67
+ | ResNet-2Plus1D | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 5.553 ms | 2 - 69 MB | NPU | [ResNet-2Plus1D.onnx.zip](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.onnx.zip) |
68
+ | ResNet-2Plus1D | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 13.21 ms | 826 - 826 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.dlc) |
69
+ | ResNet-2Plus1D | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 12.309 ms | 60 - 60 MB | NPU | [ResNet-2Plus1D.onnx.zip](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D.onnx.zip) |
70
+ | ResNet-2Plus1D | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 12.994 ms | 1 - 57 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D_w8a8.dlc) |
71
+ | ResNet-2Plus1D | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 7.451 ms | 1 - 73 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D_w8a8.dlc) |
72
+ | ResNet-2Plus1D | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 4.439 ms | 0 - 17 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D_w8a8.dlc) |
73
+ | ResNet-2Plus1D | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 4.407 ms | 0 - 83 MB | NPU | [ResNet-2Plus1D.onnx.zip](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D_w8a8.onnx.zip) |
74
+ | ResNet-2Plus1D | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 4.603 ms | 1 - 55 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D_w8a8.dlc) |
75
+ | ResNet-2Plus1D | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 25.786 ms | 1 - 70 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D_w8a8.dlc) |
76
+ | ResNet-2Plus1D | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 292.566 ms | 98 - 113 MB | CPU | [ResNet-2Plus1D.onnx.zip](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D_w8a8.onnx.zip) |
77
+ | ResNet-2Plus1D | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 262.474 ms | 92 - 145 MB | CPU | [ResNet-2Plus1D.onnx.zip](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D_w8a8.onnx.zip) |
78
+ | ResNet-2Plus1D | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 12.994 ms | 1 - 57 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D_w8a8.dlc) |
79
+ | ResNet-2Plus1D | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 4.417 ms | 0 - 20 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D_w8a8.dlc) |
80
+ | ResNet-2Plus1D | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 7.608 ms | 1 - 58 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D_w8a8.dlc) |
81
+ | ResNet-2Plus1D | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 4.424 ms | 1 - 18 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D_w8a8.dlc) |
82
+ | ResNet-2Plus1D | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 4.603 ms | 1 - 55 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D_w8a8.dlc) |
83
+ | ResNet-2Plus1D | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 3.247 ms | 1 - 73 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D_w8a8.dlc) |
84
+ | ResNet-2Plus1D | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.238 ms | 0 - 79 MB | NPU | [ResNet-2Plus1D.onnx.zip](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D_w8a8.onnx.zip) |
85
+ | ResNet-2Plus1D | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 2.391 ms | 1 - 58 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D_w8a8.dlc) |
86
+ | ResNet-2Plus1D | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 2.614 ms | 0 - 48 MB | NPU | [ResNet-2Plus1D.onnx.zip](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D_w8a8.onnx.zip) |
87
+ | ResNet-2Plus1D | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 7.735 ms | 1 - 52 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D_w8a8.dlc) |
88
+ | ResNet-2Plus1D | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 285.133 ms | 95 - 109 MB | CPU | [ResNet-2Plus1D.onnx.zip](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D_w8a8.onnx.zip) |
89
+ | ResNet-2Plus1D | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.795 ms | 1 - 62 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D_w8a8.dlc) |
90
+ | ResNet-2Plus1D | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 1.948 ms | 1 - 51 MB | NPU | [ResNet-2Plus1D.onnx.zip](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D_w8a8.onnx.zip) |
91
+ | ResNet-2Plus1D | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.718 ms | 307 - 307 MB | NPU | [ResNet-2Plus1D.dlc](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D_w8a8.dlc) |
92
+ | ResNet-2Plus1D | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.468 ms | 31 - 31 MB | NPU | [ResNet-2Plus1D.onnx.zip](https://huggingface.co/qualcomm/ResNet-2Plus1D/blob/main/ResNet-2Plus1D_w8a8.onnx.zip) |
93
 
94
 
95
 
 
104
  ```
105
 
106
 
107
+ ## Configure Qualcomm® AI Hub Workbench to run this model on a cloud-hosted device
108
 
109
+ Sign-in to [Qualcomm® AI Hub Workbench](https://workbench.aihub.qualcomm.com/) with your
110
  Qualcomm® ID. Once signed in navigate to `Account -> Settings -> API Token`.
111
 
112
  With this API token, you can configure your client to run models on the cloud
 
114
  ```bash
115
  qai-hub configure --api_token API_TOKEN
116
  ```
117
+ Navigate to [docs](https://workbench.aihub.qualcomm.com/docs/) for more information.
118
 
119
 
120
 
 
225
  spot check the output with expected output.
226
 
227
  **Note**: This on-device profiling and inference requires access to Qualcomm®
228
+ AI Hub Workbench. [Sign up for access](https://myaccount.qualcomm.com/signup).
229
 
230
 
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