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Posenet-Mobilenet

Keypoint Detection
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v0.42.0

Browse files

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

Files changed (3) hide show
  1. Posenet-Mobilenet_float.dlc +2 -2
  2. Posenet-Mobilenet_float.onnx.zip +1 -1
  3. README.md +34 -34
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README.md CHANGED
@@ -36,36 +36,36 @@ 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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- | Posenet-Mobilenet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 7.801 ms | 0 - 24 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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- | Posenet-Mobilenet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 7.724 ms | 0 - 17 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
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- | Posenet-Mobilenet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.211 ms | 0 - 31 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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- | Posenet-Mobilenet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.302 ms | 2 - 34 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
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- | Posenet-Mobilenet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.394 ms | 0 - 50 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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- | Posenet-Mobilenet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.316 ms | 0 - 30 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
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- | Posenet-Mobilenet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.923 ms | 0 - 25 MB | NPU | [Posenet-Mobilenet.onnx.zip](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.onnx.zip) |
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- | Posenet-Mobilenet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.404 ms | 0 - 24 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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- | Posenet-Mobilenet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.314 ms | 2 - 20 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
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- | Posenet-Mobilenet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 7.801 ms | 0 - 24 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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- | Posenet-Mobilenet | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 7.724 ms | 0 - 17 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
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- | Posenet-Mobilenet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.393 ms | 0 - 49 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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- | Posenet-Mobilenet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.314 ms | 0 - 28 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
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- | Posenet-Mobilenet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.808 ms | 0 - 26 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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- | Posenet-Mobilenet | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.775 ms | 2 - 27 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
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- | Posenet-Mobilenet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.386 ms | 0 - 50 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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- | Posenet-Mobilenet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.315 ms | 1 - 30 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
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- | Posenet-Mobilenet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.404 ms | 0 - 24 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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- | Posenet-Mobilenet | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.314 ms | 2 - 20 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
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- | Posenet-Mobilenet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.969 ms | 0 - 36 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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- | Posenet-Mobilenet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.934 ms | 2 - 32 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
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- | Posenet-Mobilenet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.266 ms | 0 - 31 MB | NPU | [Posenet-Mobilenet.onnx.zip](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.onnx.zip) |
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- | Posenet-Mobilenet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.8 ms | 0 - 31 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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- | Posenet-Mobilenet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.768 ms | 2 - 23 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
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- | Posenet-Mobilenet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1.032 ms | 0 - 31 MB | NPU | [Posenet-Mobilenet.onnx.zip](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.onnx.zip) |
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- | Posenet-Mobilenet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.631 ms | 0 - 28 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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- | Posenet-Mobilenet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.594 ms | 2 - 24 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
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- | Posenet-Mobilenet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.867 ms | 2 - 26 MB | NPU | [Posenet-Mobilenet.onnx.zip](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.onnx.zip) |
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- | Posenet-Mobilenet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.528 ms | 29 - 29 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
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- | Posenet-Mobilenet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.855 ms | 6 - 6 MB | NPU | [Posenet-Mobilenet.onnx.zip](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.onnx.zip) |
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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
@@ -89,7 +89,7 @@ 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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  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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  |---|---|---|---|---|---|---|---|---|
39
+ | Posenet-Mobilenet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 7.77 ms | 0 - 25 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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+ | Posenet-Mobilenet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 7.694 ms | 2 - 21 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
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+ | Posenet-Mobilenet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.222 ms | 0 - 31 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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+ | Posenet-Mobilenet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.309 ms | 2 - 32 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
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+ | Posenet-Mobilenet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.399 ms | 0 - 50 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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+ | Posenet-Mobilenet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.313 ms | 0 - 30 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
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+ | Posenet-Mobilenet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.916 ms | 0 - 30 MB | NPU | [Posenet-Mobilenet.onnx.zip](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.onnx.zip) |
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+ | Posenet-Mobilenet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.39 ms | 0 - 25 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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+ | Posenet-Mobilenet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 9.68 ms | 2 - 21 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
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+ | Posenet-Mobilenet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 7.77 ms | 0 - 25 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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+ | Posenet-Mobilenet | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 7.694 ms | 2 - 21 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
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+ | Posenet-Mobilenet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.395 ms | 0 - 49 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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+ | Posenet-Mobilenet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.321 ms | 2 - 32 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
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+ | Posenet-Mobilenet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.813 ms | 0 - 27 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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+ | Posenet-Mobilenet | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.774 ms | 0 - 27 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
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+ | Posenet-Mobilenet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.395 ms | 0 - 50 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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+ | Posenet-Mobilenet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.319 ms | 0 - 28 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
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+ | Posenet-Mobilenet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.39 ms | 0 - 25 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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+ | Posenet-Mobilenet | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 9.68 ms | 2 - 21 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
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+ | Posenet-Mobilenet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.967 ms | 0 - 39 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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+ | Posenet-Mobilenet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.939 ms | 2 - 30 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
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+ | Posenet-Mobilenet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.253 ms | 0 - 36 MB | NPU | [Posenet-Mobilenet.onnx.zip](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.onnx.zip) |
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+ | Posenet-Mobilenet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.804 ms | 0 - 30 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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+ | Posenet-Mobilenet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.771 ms | 2 - 30 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
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+ | Posenet-Mobilenet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1.028 ms | 0 - 29 MB | NPU | [Posenet-Mobilenet.onnx.zip](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.onnx.zip) |
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+ | Posenet-Mobilenet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.634 ms | 20 - 48 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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+ | Posenet-Mobilenet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.595 ms | 2 - 24 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
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+ | Posenet-Mobilenet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.904 ms | 2 - 31 MB | NPU | [Posenet-Mobilenet.onnx.zip](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.onnx.zip) |
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+ | Posenet-Mobilenet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.495 ms | 30 - 30 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
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+ | Posenet-Mobilenet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.883 ms | 6 - 6 MB | NPU | [Posenet-Mobilenet.onnx.zip](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.onnx.zip) |
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  ```
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+ ## Configure Qualcomm® AI Hub Workbench to run this model on a cloud-hosted device
83
 
84
+ Sign-in to [Qualcomm® AI Hub Workbench](https://workbench.aihub.qualcomm.com/) with your
85
  Qualcomm® ID. Once signed in navigate to `Account -> Settings -> API Token`.
86
 
87
  With this API token, you can configure your client to run models on the cloud
 
89
  ```bash
90
  qai-hub configure --api_token API_TOKEN
91
  ```
92
+ Navigate to [docs](https://workbench.aihub.qualcomm.com/docs/) for more information.
93
 
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200
  spot check the output with expected output.
201
 
202
  **Note**: This on-device profiling and inference requires access to Qualcomm®
203
+ AI Hub Workbench. [Sign up for access](https://myaccount.qualcomm.com/signup).
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