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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. MobileNet-v3-Large_float.dlc +2 -2
  2. MobileNet-v3-Large_float.onnx.zip +1 -1
  3. MobileNet-v3-Large_w8a16.dlc +2 -2
  4. MobileNet-v3-Large_w8a16.onnx.zip +2 -2
  5. README.md +57 -54
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README.md CHANGED
@@ -38,56 +38,59 @@ 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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- | MobileNet-v3-Large | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.032 ms | 0 - 29 MB | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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- | MobileNet-v3-Large | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.835 ms | 1 - 24 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
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- | MobileNet-v3-Large | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.348 ms | 0 - 40 MB | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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- | MobileNet-v3-Large | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.82 ms | 0 - 34 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
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- | MobileNet-v3-Large | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.962 ms | 0 - 93 MB | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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- | MobileNet-v3-Large | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.936 ms | 0 - 73 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
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- | MobileNet-v3-Large | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 0.913 ms | 0 - 72 MB | NPU | [MobileNet-v3-Large.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.onnx.zip) |
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- | MobileNet-v3-Large | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.382 ms | 0 - 29 MB | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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- | MobileNet-v3-Large | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.297 ms | 1 - 24 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
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- | MobileNet-v3-Large | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.032 ms | 0 - 29 MB | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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- | MobileNet-v3-Large | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.835 ms | 1 - 24 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
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- | MobileNet-v3-Large | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.968 ms | 0 - 93 MB | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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- | MobileNet-v3-Large | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.933 ms | 1 - 7 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
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- | MobileNet-v3-Large | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.826 ms | 0 - 34 MB | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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- | MobileNet-v3-Large | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.711 ms | 1 - 31 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
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- | MobileNet-v3-Large | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.97 ms | 0 - 93 MB | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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- | MobileNet-v3-Large | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.937 ms | 0 - 73 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
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- | MobileNet-v3-Large | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.382 ms | 0 - 29 MB | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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- | MobileNet-v3-Large | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.297 ms | 1 - 24 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
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- | MobileNet-v3-Large | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.645 ms | 0 - 44 MB | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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- | MobileNet-v3-Large | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.626 ms | 0 - 33 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
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- | MobileNet-v3-Large | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.594 ms | 0 - 40 MB | NPU | [MobileNet-v3-Large.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.onnx.zip) |
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- | MobileNet-v3-Large | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.515 ms | 0 - 31 MB | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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- | MobileNet-v3-Large | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.5 ms | 1 - 30 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
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- | MobileNet-v3-Large | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.505 ms | 0 - 30 MB | NPU | [MobileNet-v3-Large.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.onnx.zip) |
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- | MobileNet-v3-Large | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.451 ms | 0 - 30 MB | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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- | MobileNet-v3-Large | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.445 ms | 0 - 29 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
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- | MobileNet-v3-Large | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.493 ms | 0 - 27 MB | NPU | [MobileNet-v3-Large.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.onnx.zip) |
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- | MobileNet-v3-Large | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.095 ms | 59 - 59 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
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- | MobileNet-v3-Large | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.829 ms | 13 - 13 MB | NPU | [MobileNet-v3-Large.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.onnx.zip) |
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- | MobileNet-v3-Large | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.08 ms | 0 - 22 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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- | MobileNet-v3-Large | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.227 ms | 0 - 36 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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- | MobileNet-v3-Large | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.923 ms | 0 - 37 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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- | MobileNet-v3-Large | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 0.931 ms | 0 - 58 MB | NPU | [MobileNet-v3-Large.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.onnx.zip) |
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- | MobileNet-v3-Large | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.169 ms | 0 - 22 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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- | MobileNet-v3-Large | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 27.578 ms | 13 - 26 MB | CPU | [MobileNet-v3-Large.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.onnx.zip) |
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- | MobileNet-v3-Large | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 22.2 ms | 9 - 19 MB | CPU | [MobileNet-v3-Large.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.onnx.zip) |
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- | MobileNet-v3-Large | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.08 ms | 0 - 22 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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- | MobileNet-v3-Large | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.928 ms | 0 - 35 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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- | MobileNet-v3-Large | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.553 ms | 0 - 28 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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- | MobileNet-v3-Large | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.926 ms | 0 - 36 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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- | MobileNet-v3-Large | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.169 ms | 0 - 22 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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- | MobileNet-v3-Large | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.657 ms | 0 - 31 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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- | MobileNet-v3-Large | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.618 ms | 0 - 44 MB | NPU | [MobileNet-v3-Large.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.onnx.zip) |
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- | MobileNet-v3-Large | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.448 ms | 0 - 24 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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- | MobileNet-v3-Large | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.496 ms | 0 - 37 MB | NPU | [MobileNet-v3-Large.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.onnx.zip) |
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- | MobileNet-v3-Large | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.365 ms | 0 - 21 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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- | MobileNet-v3-Large | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.452 ms | 0 - 37 MB | NPU | [MobileNet-v3-Large.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.onnx.zip) |
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- | MobileNet-v3-Large | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.081 ms | 31 - 31 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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- | MobileNet-v3-Large | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.871 ms | 7 - 7 MB | NPU | [MobileNet-v3-Large.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.onnx.zip) |
 
 
 
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@@ -101,9 +104,9 @@ 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
@@ -111,7 +114,7 @@ hosted devices.
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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
40
  |---|---|---|---|---|---|---|---|---|
41
+ | MobileNet-v3-Large | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.056 ms | 0 - 30 MB | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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+ | MobileNet-v3-Large | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.84 ms | 1 - 26 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
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+ | MobileNet-v3-Large | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.349 ms | 0 - 43 MB | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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+ | MobileNet-v3-Large | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.749 ms | 0 - 38 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
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+ | MobileNet-v3-Large | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.968 ms | 0 - 93 MB | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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+ | MobileNet-v3-Large | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.932 ms | 0 - 72 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
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+ | MobileNet-v3-Large | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 0.885 ms | 0 - 71 MB | NPU | [MobileNet-v3-Large.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.onnx.zip) |
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+ | MobileNet-v3-Large | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.392 ms | 0 - 31 MB | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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+ | MobileNet-v3-Large | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.304 ms | 1 - 26 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
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+ | MobileNet-v3-Large | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.056 ms | 0 - 30 MB | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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+ | MobileNet-v3-Large | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.84 ms | 1 - 26 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
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+ | MobileNet-v3-Large | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.974 ms | 0 - 93 MB | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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+ | MobileNet-v3-Large | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.937 ms | 0 - 62 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
54
+ | MobileNet-v3-Large | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.801 ms | 0 - 36 MB | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
55
+ | MobileNet-v3-Large | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.736 ms | 1 - 32 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
56
+ | MobileNet-v3-Large | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.972 ms | 0 - 93 MB | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
57
+ | MobileNet-v3-Large | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.936 ms | 1 - 7 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
58
+ | MobileNet-v3-Large | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.392 ms | 0 - 31 MB | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
59
+ | MobileNet-v3-Large | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.304 ms | 1 - 26 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
60
+ | MobileNet-v3-Large | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.644 ms | 0 - 40 MB | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
61
+ | MobileNet-v3-Large | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.639 ms | 0 - 40 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
62
+ | MobileNet-v3-Large | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.577 ms | 0 - 35 MB | NPU | [MobileNet-v3-Large.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.onnx.zip) |
63
+ | MobileNet-v3-Large | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.516 ms | 0 - 43 MB | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
64
+ | MobileNet-v3-Large | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.502 ms | 1 - 34 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
65
+ | MobileNet-v3-Large | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.506 ms | 0 - 30 MB | NPU | [MobileNet-v3-Large.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.onnx.zip) |
66
+ | MobileNet-v3-Large | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.45 ms | 0 - 36 MB | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
67
+ | MobileNet-v3-Large | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.429 ms | 0 - 32 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
68
+ | MobileNet-v3-Large | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.482 ms | 0 - 27 MB | NPU | [MobileNet-v3-Large.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.onnx.zip) |
69
+ | MobileNet-v3-Large | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.082 ms | 58 - 58 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
70
+ | MobileNet-v3-Large | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.82 ms | 13 - 13 MB | NPU | [MobileNet-v3-Large.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.onnx.zip) |
71
+ | MobileNet-v3-Large | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.061 ms | 0 - 23 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
72
+ | MobileNet-v3-Large | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.22 ms | 0 - 35 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
73
+ | MobileNet-v3-Large | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.925 ms | 0 - 37 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
74
+ | MobileNet-v3-Large | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 0.935 ms | 0 - 59 MB | NPU | [MobileNet-v3-Large.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.onnx.zip) |
75
+ | MobileNet-v3-Large | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.173 ms | 0 - 24 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
76
+ | MobileNet-v3-Large | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 3.157 ms | 0 - 30 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
77
+ | MobileNet-v3-Large | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 27.612 ms | 13 - 26 MB | CPU | [MobileNet-v3-Large.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.onnx.zip) |
78
+ | MobileNet-v3-Large | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 22.101 ms | 10 - 19 MB | CPU | [MobileNet-v3-Large.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.onnx.zip) |
79
+ | MobileNet-v3-Large | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.061 ms | 0 - 23 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
80
+ | MobileNet-v3-Large | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.92 ms | 0 - 36 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
81
+ | MobileNet-v3-Large | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.558 ms | 0 - 29 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
82
+ | MobileNet-v3-Large | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.927 ms | 0 - 36 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
83
+ | MobileNet-v3-Large | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.173 ms | 0 - 24 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
84
+ | MobileNet-v3-Large | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.662 ms | 0 - 37 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
85
+ | MobileNet-v3-Large | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.62 ms | 0 - 51 MB | NPU | [MobileNet-v3-Large.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.onnx.zip) |
86
+ | MobileNet-v3-Large | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.45 ms | 0 - 29 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
87
+ | MobileNet-v3-Large | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.492 ms | 0 - 36 MB | NPU | [MobileNet-v3-Large.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.onnx.zip) |
88
+ | MobileNet-v3-Large | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 0.997 ms | 0 - 33 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
89
+ | MobileNet-v3-Large | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 27.106 ms | 13 - 30 MB | CPU | [MobileNet-v3-Large.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.onnx.zip) |
90
+ | MobileNet-v3-Large | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.356 ms | 0 - 29 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
91
+ | MobileNet-v3-Large | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.464 ms | 0 - 37 MB | NPU | [MobileNet-v3-Large.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.onnx.zip) |
92
+ | MobileNet-v3-Large | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.082 ms | 31 - 31 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
93
+ | MobileNet-v3-Large | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.86 ms | 7 - 7 MB | NPU | [MobileNet-v3-Large.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.onnx.zip) |
94
 
95
 
96
 
 
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).
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