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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. MNASNet05_float.dlc +2 -2
  2. MNASNet05_float.onnx.zip +1 -1
  3. MNASNet05_w8a16.dlc +2 -2
  4. MNASNet05_w8a16.onnx.zip +1 -1
  5. README.md +57 -54
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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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- | MNASNet05 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.298 ms | 0 - 20 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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- | MNASNet05 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.254 ms | 1 - 21 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
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- | MNASNet05 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.012 ms | 0 - 33 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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- | MNASNet05 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.421 ms | 1 - 32 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
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- | MNASNet05 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.724 ms | 0 - 50 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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- | MNASNet05 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.722 ms | 0 - 50 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
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- | MNASNet05 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 0.662 ms | 0 - 22 MB | NPU | [MNASNet05.onnx.zip](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.onnx.zip) |
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- | MNASNet05 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.077 ms | 0 - 20 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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- | MNASNet05 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.045 ms | 1 - 21 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
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- | MNASNet05 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.298 ms | 0 - 20 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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- | MNASNet05 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.254 ms | 1 - 21 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
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- | MNASNet05 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.727 ms | 0 - 51 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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- | MNASNet05 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.721 ms | 0 - 48 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
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- | MNASNet05 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.39 ms | 0 - 27 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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- | MNASNet05 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.34 ms | 1 - 27 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
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- | MNASNet05 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.725 ms | 0 - 51 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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- | MNASNet05 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.718 ms | 0 - 50 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
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- | MNASNet05 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.077 ms | 0 - 20 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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- | MNASNet05 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.045 ms | 1 - 21 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
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- | MNASNet05 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.481 ms | 0 - 38 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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- | MNASNet05 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.478 ms | 1 - 40 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
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- | MNASNet05 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.435 ms | 0 - 35 MB | NPU | [MNASNet05.onnx.zip](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.onnx.zip) |
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- | MNASNet05 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.384 ms | 0 - 25 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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- | MNASNet05 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.367 ms | 1 - 25 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
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- | MNASNet05 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.359 ms | 0 - 23 MB | NPU | [MNASNet05.onnx.zip](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.onnx.zip) |
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- | MNASNet05 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.304 ms | 0 - 24 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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- | MNASNet05 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.286 ms | 0 - 28 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
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- | MNASNet05 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.331 ms | 0 - 27 MB | NPU | [MNASNet05.onnx.zip](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.onnx.zip) |
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- | MNASNet05 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.856 ms | 53 - 53 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
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- | MNASNet05 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.614 ms | 5 - 5 MB | NPU | [MNASNet05.onnx.zip](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.onnx.zip) |
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- | MNASNet05 | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.664 ms | 0 - 18 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
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- | MNASNet05 | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.958 ms | 0 - 31 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
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- | MNASNet05 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.773 ms | 0 - 21 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
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- | MNASNet05 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 0.695 ms | 0 - 22 MB | NPU | [MNASNet05.onnx.zip](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.onnx.zip) |
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- | MNASNet05 | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.005 ms | 0 - 18 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
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- | MNASNet05 | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 16.38 ms | 8 - 20 MB | CPU | [MNASNet05.onnx.zip](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.onnx.zip) |
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- | MNASNet05 | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 13.41 ms | 5 - 15 MB | CPU | [MNASNet05.onnx.zip](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.onnx.zip) |
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- | MNASNet05 | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.664 ms | 0 - 18 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
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- | MNASNet05 | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.77 ms | 0 - 22 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
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- | MNASNet05 | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.254 ms | 0 - 24 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
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- | MNASNet05 | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.774 ms | 0 - 20 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
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- | MNASNet05 | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.005 ms | 0 - 18 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
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- | MNASNet05 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.535 ms | 0 - 33 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
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- | MNASNet05 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.447 ms | 0 - 34 MB | NPU | [MNASNet05.onnx.zip](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.onnx.zip) |
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- | MNASNet05 | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.355 ms | 0 - 22 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
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- | MNASNet05 | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.364 ms | 0 - 24 MB | NPU | [MNASNet05.onnx.zip](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.onnx.zip) |
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- | MNASNet05 | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.298 ms | 0 - 22 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
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- | MNASNet05 | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.33 ms | 0 - 22 MB | NPU | [MNASNet05.onnx.zip](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.onnx.zip) |
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- | MNASNet05 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.913 ms | 12 - 12 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
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- | MNASNet05 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.661 ms | 2 - 2 MB | NPU | [MNASNet05.onnx.zip](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.onnx.zip) |
 
 
 
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@@ -100,9 +103,9 @@ pip install qai-hub-models
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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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  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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+ | MNASNet05 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.32 ms | 0 - 22 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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+ | MNASNet05 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.243 ms | 1 - 22 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
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+ | MNASNet05 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.013 ms | 0 - 36 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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+ | MNASNet05 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.409 ms | 1 - 37 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
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+ | MNASNet05 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.724 ms | 0 - 51 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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+ | MNASNet05 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.724 ms | 1 - 51 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
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+ | MNASNet05 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 0.688 ms | 0 - 49 MB | NPU | [MNASNet05.onnx.zip](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.onnx.zip) |
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+ | MNASNet05 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 4.421 ms | 0 - 22 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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+ | MNASNet05 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.046 ms | 1 - 22 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
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+ | MNASNet05 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.32 ms | 0 - 22 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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+ | MNASNet05 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.243 ms | 1 - 22 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
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+ | MNASNet05 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.732 ms | 0 - 50 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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+ | MNASNet05 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.723 ms | 1 - 50 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
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+ | MNASNet05 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.397 ms | 0 - 28 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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+ | MNASNet05 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.354 ms | 1 - 28 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
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+ | MNASNet05 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.729 ms | 0 - 50 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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+ | MNASNet05 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.723 ms | 0 - 50 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
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+ | MNASNet05 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 4.421 ms | 0 - 22 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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+ | MNASNet05 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.046 ms | 1 - 22 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
59
+ | MNASNet05 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.48 ms | 0 - 41 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
60
+ | MNASNet05 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.48 ms | 0 - 36 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
61
+ | MNASNet05 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.432 ms | 0 - 37 MB | NPU | [MNASNet05.onnx.zip](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.onnx.zip) |
62
+ | MNASNet05 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.384 ms | 0 - 26 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
63
+ | MNASNet05 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.366 ms | 1 - 27 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
64
+ | MNASNet05 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.354 ms | 0 - 28 MB | NPU | [MNASNet05.onnx.zip](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.onnx.zip) |
65
+ | MNASNet05 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.307 ms | 0 - 25 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
66
+ | MNASNet05 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.292 ms | 0 - 29 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
67
+ | MNASNet05 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.323 ms | 1 - 23 MB | NPU | [MNASNet05.onnx.zip](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.onnx.zip) |
68
+ | MNASNet05 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.882 ms | 53 - 53 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
69
+ | MNASNet05 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.598 ms | 5 - 5 MB | NPU | [MNASNet05.onnx.zip](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.onnx.zip) |
70
+ | MNASNet05 | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.678 ms | 0 - 19 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
71
+ | MNASNet05 | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.954 ms | 0 - 28 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
72
+ | MNASNet05 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.773 ms | 0 - 5 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
73
+ | MNASNet05 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 0.71 ms | 0 - 21 MB | NPU | [MNASNet05.onnx.zip](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.onnx.zip) |
74
+ | MNASNet05 | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.999 ms | 0 - 19 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
75
+ | MNASNet05 | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 2.49 ms | 0 - 23 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
76
+ | MNASNet05 | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 16.287 ms | 8 - 20 MB | CPU | [MNASNet05.onnx.zip](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.onnx.zip) |
77
+ | MNASNet05 | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 13.097 ms | 5 - 15 MB | CPU | [MNASNet05.onnx.zip](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.onnx.zip) |
78
+ | MNASNet05 | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.678 ms | 0 - 19 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
79
+ | MNASNet05 | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.775 ms | 0 - 5 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
80
+ | MNASNet05 | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.234 ms | 0 - 26 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
81
+ | MNASNet05 | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.772 ms | 0 - 20 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
82
+ | MNASNet05 | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.999 ms | 0 - 19 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
83
+ | MNASNet05 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.533 ms | 0 - 30 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
84
+ | MNASNet05 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.45 ms | 0 - 36 MB | NPU | [MNASNet05.onnx.zip](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.onnx.zip) |
85
+ | MNASNet05 | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.358 ms | 0 - 24 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
86
+ | MNASNet05 | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.363 ms | 0 - 24 MB | NPU | [MNASNet05.onnx.zip](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.onnx.zip) |
87
+ | MNASNet05 | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 0.796 ms | 0 - 26 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
88
+ | MNASNet05 | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 16.983 ms | 10 - 25 MB | CPU | [MNASNet05.onnx.zip](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.onnx.zip) |
89
+ | MNASNet05 | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.303 ms | 0 - 26 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
90
+ | MNASNet05 | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.327 ms | 0 - 22 MB | NPU | [MNASNet05.onnx.zip](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.onnx.zip) |
91
+ | MNASNet05 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.916 ms | 16 - 16 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
92
+ | MNASNet05 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.643 ms | 3 - 3 MB | NPU | [MNASNet05.onnx.zip](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.onnx.zip) |
93
 
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103
  ```
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106
+ ## Configure Qualcomm® AI Hub Workbench to run this model on a cloud-hosted device
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108
+ Sign-in to [Qualcomm® AI Hub Workbench](https://workbench.aihub.qualcomm.com/) with your
109
  Qualcomm® ID. Once signed in navigate to `Account -> Settings -> API Token`.
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111
  With this API token, you can configure your client to run models on the cloud
 
113
  ```bash
114
  qai-hub configure --api_token API_TOKEN
115
  ```
116
+ Navigate to [docs](https://workbench.aihub.qualcomm.com/docs/) for more information.
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224
  spot check the output with expected output.
225
 
226
  **Note**: This on-device profiling and inference requires access to Qualcomm®
227
+ AI Hub Workbench. [Sign up for access](https://myaccount.qualcomm.com/signup).
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