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RTMPose-Body2d

Keypoint Detection
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LiteRT
android
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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 (5) hide show
  1. README.md +42 -52
  2. RTMPose-Body2d_float.dlc +2 -2
  3. RTMPose-Body2d_float.onnx.zip +1 -1
  4. RTMPose-Body2d_w8a16.dlc +0 -3
  5. RTMPose-Body2d_w8a16.onnx.zip +2 -2
README.md CHANGED
@@ -35,54 +35,44 @@ 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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- | RTMPose-Body2d | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 7.604 ms | 0 - 35 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
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- | RTMPose-Body2d | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 7.546 ms | 0 - 20 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
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- | RTMPose-Body2d | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.059 ms | 0 - 58 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
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- | RTMPose-Body2d | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 3.516 ms | 0 - 31 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
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- | RTMPose-Body2d | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.871 ms | 0 - 257 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
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- | RTMPose-Body2d | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.74 ms | 0 - 108 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
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- | RTMPose-Body2d | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 2.334 ms | 0 - 92 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.onnx.zip) |
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- | RTMPose-Body2d | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.572 ms | 0 - 34 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
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- | RTMPose-Body2d | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.47 ms | 0 - 20 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
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- | RTMPose-Body2d | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 7.604 ms | 0 - 35 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
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- | RTMPose-Body2d | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 7.546 ms | 0 - 20 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
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- | RTMPose-Body2d | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.869 ms | 0 - 255 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
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- | RTMPose-Body2d | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.744 ms | 0 - 99 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
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- | RTMPose-Body2d | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.629 ms | 0 - 42 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
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- | RTMPose-Body2d | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.498 ms | 1 - 26 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
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- | RTMPose-Body2d | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.864 ms | 0 - 254 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
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- | RTMPose-Body2d | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.745 ms | 0 - 106 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
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- | RTMPose-Body2d | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.572 ms | 0 - 34 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
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- | RTMPose-Body2d | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.47 ms | 0 - 20 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
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- | RTMPose-Body2d | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.381 ms | 0 - 60 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
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- | RTMPose-Body2d | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.317 ms | 0 - 30 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
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- | RTMPose-Body2d | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.756 ms | 0 - 31 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.onnx.zip) |
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- | RTMPose-Body2d | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 1.143 ms | 0 - 42 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
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- | RTMPose-Body2d | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.084 ms | 1 - 28 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
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- | RTMPose-Body2d | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1.388 ms | 0 - 25 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.onnx.zip) |
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- | RTMPose-Body2d | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.954 ms | 0 - 40 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
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- | RTMPose-Body2d | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.915 ms | 0 - 26 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
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- | RTMPose-Body2d | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 1.248 ms | 0 - 26 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.onnx.zip) |
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- | RTMPose-Body2d | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.845 ms | 124 - 124 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
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- | RTMPose-Body2d | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.321 ms | 36 - 36 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.onnx.zip) |
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- | RTMPose-Body2d | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 4.051 ms | 0 - 32 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
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- | RTMPose-Body2d | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.794 ms | 0 - 77 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
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- | RTMPose-Body2d | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 2.814 ms | 0 - 73 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.onnx.zip) |
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- | RTMPose-Body2d | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.13 ms | 0 - 32 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
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- | RTMPose-Body2d | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 85.527 ms | 45 - 58 MB | CPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.onnx.zip) |
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- | RTMPose-Body2d | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 78.141 ms | 22 - 64 MB | CPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.onnx.zip) |
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- | RTMPose-Body2d | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 4.051 ms | 0 - 32 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
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- | RTMPose-Body2d | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.807 ms | 0 - 49 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
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- | RTMPose-Body2d | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.793 ms | 0 - 9 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
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- | RTMPose-Body2d | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.13 ms | 0 - 32 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
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- | RTMPose-Body2d | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.234 ms | 0 - 52 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
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- | RTMPose-Body2d | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.905 ms | 0 - 47 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.onnx.zip) |
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- | RTMPose-Body2d | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.911 ms | 0 - 41 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
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- | RTMPose-Body2d | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1.539 ms | 0 - 35 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.onnx.zip) |
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- | RTMPose-Body2d | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.779 ms | 0 - 39 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
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- | RTMPose-Body2d | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 1.394 ms | 0 - 36 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.onnx.zip) |
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- | RTMPose-Body2d | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.008 ms | 101 - 101 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
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- | RTMPose-Body2d | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.957 ms | 19 - 19 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.onnx.zip) |
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@@ -98,9 +88,9 @@ pip install "qai-hub-models[rtmpose-body2d]"
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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
@@ -108,7 +98,7 @@ 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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@@ -219,7 +209,7 @@ 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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+ | RTMPose-Body2d | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 7.589 ms | 0 - 36 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
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+ | RTMPose-Body2d | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 7.531 ms | 0 - 23 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
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+ | RTMPose-Body2d | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.041 ms | 0 - 64 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
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+ | RTMPose-Body2d | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 3.527 ms | 0 - 31 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
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+ | RTMPose-Body2d | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.874 ms | 0 - 258 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
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+ | RTMPose-Body2d | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.797 ms | 0 - 105 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
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+ | RTMPose-Body2d | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 2.309 ms | 0 - 96 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.onnx.zip) |
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+ | RTMPose-Body2d | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.579 ms | 0 - 36 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
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+ | RTMPose-Body2d | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.526 ms | 0 - 22 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
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+ | RTMPose-Body2d | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 7.589 ms | 0 - 36 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
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+ | RTMPose-Body2d | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 7.531 ms | 0 - 23 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
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+ | RTMPose-Body2d | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.891 ms | 0 - 255 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
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+ | RTMPose-Body2d | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.798 ms | 0 - 92 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
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+ | RTMPose-Body2d | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.638 ms | 0 - 41 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
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+ | RTMPose-Body2d | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.537 ms | 1 - 28 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
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+ | RTMPose-Body2d | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.896 ms | 0 - 255 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
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+ | RTMPose-Body2d | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.791 ms | 0 - 106 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
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+ | RTMPose-Body2d | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.579 ms | 0 - 36 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
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+ | RTMPose-Body2d | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.526 ms | 0 - 22 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
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+ | RTMPose-Body2d | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.383 ms | 0 - 62 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
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+ | RTMPose-Body2d | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.324 ms | 0 - 33 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
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+ | RTMPose-Body2d | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.76 ms | 0 - 28 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.onnx.zip) |
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+ | RTMPose-Body2d | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 1.142 ms | 0 - 43 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
61
+ | RTMPose-Body2d | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.081 ms | 1 - 29 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
62
+ | RTMPose-Body2d | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1.377 ms | 0 - 23 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.onnx.zip) |
63
+ | RTMPose-Body2d | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.959 ms | 0 - 41 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
64
+ | RTMPose-Body2d | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.925 ms | 0 - 28 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
65
+ | RTMPose-Body2d | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 1.262 ms | 0 - 25 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.onnx.zip) |
66
+ | RTMPose-Body2d | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.883 ms | 124 - 124 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
67
+ | RTMPose-Body2d | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.307 ms | 36 - 36 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.onnx.zip) |
68
+ | RTMPose-Body2d | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 2.801 ms | 0 - 76 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.onnx.zip) |
69
+ | RTMPose-Body2d | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 85.865 ms | 45 - 59 MB | CPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.onnx.zip) |
70
+ | RTMPose-Body2d | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 76.691 ms | 31 - 70 MB | CPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.onnx.zip) |
71
+ | RTMPose-Body2d | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.9 ms | 0 - 50 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.onnx.zip) |
72
+ | RTMPose-Body2d | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1.539 ms | 0 - 36 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.onnx.zip) |
73
+ | RTMPose-Body2d | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 85.055 ms | 47 - 64 MB | CPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.onnx.zip) |
74
+ | RTMPose-Body2d | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 1.395 ms | 0 - 38 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.onnx.zip) |
75
+ | RTMPose-Body2d | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 3.003 ms | 19 - 19 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.onnx.zip) |
 
 
 
 
 
 
 
 
 
 
76
 
77
 
78
 
 
88
  ```
89
 
90
 
91
+ ## Configure Qualcomm® AI Hub Workbench to run this model on a cloud-hosted device
92
 
93
+ Sign-in to [Qualcomm® AI Hub Workbench](https://workbench.aihub.qualcomm.com/) with your
94
  Qualcomm® ID. Once signed in navigate to `Account -> Settings -> API Token`.
95
 
96
  With this API token, you can configure your client to run models on the cloud
 
98
  ```bash
99
  qai-hub configure --api_token API_TOKEN
100
  ```
101
+ Navigate to [docs](https://workbench.aihub.qualcomm.com/docs/) for more information.
102
 
103
 
104
 
 
209
  spot check the output with expected output.
210
 
211
  **Note**: This on-device profiling and inference requires access to Qualcomm®
212
+ AI Hub Workbench. [Sign up for access](https://myaccount.qualcomm.com/signup).
213
 
214
 
215
 
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