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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 (3) hide show
  1. README.md +34 -34
  2. RegNet-Y-800MF_float.dlc +2 -2
  3. RegNet-Y-800MF_float.onnx.zip +1 -1
README.md CHANGED
@@ -30,36 +30,36 @@ 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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- | RegNet-Y-800MF | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.996 ms | 0 - 36 MB | NPU | [RegNet-Y-800MF.tflite](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.tflite) |
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- | RegNet-Y-800MF | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 3.913 ms | 1 - 28 MB | NPU | [RegNet-Y-800MF.dlc](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.dlc) |
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- | RegNet-Y-800MF | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.604 ms | 0 - 52 MB | NPU | [RegNet-Y-800MF.tflite](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.tflite) |
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- | RegNet-Y-800MF | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.038 ms | 0 - 40 MB | NPU | [RegNet-Y-800MF.dlc](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.dlc) |
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- | RegNet-Y-800MF | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.324 ms | 0 - 83 MB | NPU | [RegNet-Y-800MF.tflite](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.tflite) |
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- | RegNet-Y-800MF | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.284 ms | 1 - 12 MB | NPU | [RegNet-Y-800MF.dlc](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.dlc) |
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- | RegNet-Y-800MF | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.301 ms | 0 - 46 MB | NPU | [RegNet-Y-800MF.onnx.zip](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.onnx.zip) |
40
- | RegNet-Y-800MF | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.868 ms | 0 - 36 MB | NPU | [RegNet-Y-800MF.tflite](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.tflite) |
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- | RegNet-Y-800MF | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.812 ms | 1 - 28 MB | NPU | [RegNet-Y-800MF.dlc](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.dlc) |
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- | RegNet-Y-800MF | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.996 ms | 0 - 36 MB | NPU | [RegNet-Y-800MF.tflite](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.tflite) |
43
- | RegNet-Y-800MF | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 3.913 ms | 1 - 28 MB | NPU | [RegNet-Y-800MF.dlc](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.dlc) |
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- | RegNet-Y-800MF | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.315 ms | 0 - 83 MB | NPU | [RegNet-Y-800MF.tflite](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.tflite) |
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- | RegNet-Y-800MF | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.282 ms | 1 - 16 MB | NPU | [RegNet-Y-800MF.dlc](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.dlc) |
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- | RegNet-Y-800MF | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.112 ms | 0 - 40 MB | NPU | [RegNet-Y-800MF.tflite](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.tflite) |
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- | RegNet-Y-800MF | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.059 ms | 1 - 33 MB | NPU | [RegNet-Y-800MF.dlc](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.dlc) |
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- | RegNet-Y-800MF | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.322 ms | 0 - 84 MB | NPU | [RegNet-Y-800MF.tflite](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.tflite) |
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- | RegNet-Y-800MF | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.297 ms | 0 - 12 MB | NPU | [RegNet-Y-800MF.dlc](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.dlc) |
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- | RegNet-Y-800MF | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.868 ms | 0 - 36 MB | NPU | [RegNet-Y-800MF.tflite](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.tflite) |
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- | RegNet-Y-800MF | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.812 ms | 1 - 28 MB | NPU | [RegNet-Y-800MF.dlc](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.dlc) |
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- | RegNet-Y-800MF | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.883 ms | 0 - 52 MB | NPU | [RegNet-Y-800MF.tflite](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.tflite) |
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- | RegNet-Y-800MF | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.838 ms | 1 - 40 MB | NPU | [RegNet-Y-800MF.dlc](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.dlc) |
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- | RegNet-Y-800MF | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.843 ms | 6 - 53 MB | NPU | [RegNet-Y-800MF.onnx.zip](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.onnx.zip) |
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- | RegNet-Y-800MF | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.695 ms | 0 - 40 MB | NPU | [RegNet-Y-800MF.tflite](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.tflite) |
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- | RegNet-Y-800MF | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.663 ms | 1 - 38 MB | NPU | [RegNet-Y-800MF.dlc](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.dlc) |
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- | RegNet-Y-800MF | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.694 ms | 0 - 35 MB | NPU | [RegNet-Y-800MF.onnx.zip](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.onnx.zip) |
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- | RegNet-Y-800MF | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.588 ms | 0 - 42 MB | NPU | [RegNet-Y-800MF.tflite](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.tflite) |
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- | RegNet-Y-800MF | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.624 ms | 1 - 35 MB | NPU | [RegNet-Y-800MF.dlc](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.dlc) |
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- | RegNet-Y-800MF | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.73 ms | 0 - 36 MB | NPU | [RegNet-Y-800MF.onnx.zip](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.onnx.zip) |
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- | RegNet-Y-800MF | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.485 ms | 48 - 48 MB | NPU | [RegNet-Y-800MF.dlc](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.dlc) |
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- | RegNet-Y-800MF | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.254 ms | 15 - 15 MB | NPU | [RegNet-Y-800MF.onnx.zip](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.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
@@ -83,7 +83,7 @@ hosted devices.
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  ```bash
84
  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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@@ -194,7 +194,7 @@ 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
32
  |---|---|---|---|---|---|---|---|---|
33
+ | RegNet-Y-800MF | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.945 ms | 0 - 37 MB | NPU | [RegNet-Y-800MF.tflite](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.tflite) |
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+ | RegNet-Y-800MF | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 3.957 ms | 1 - 29 MB | NPU | [RegNet-Y-800MF.dlc](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.dlc) |
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+ | RegNet-Y-800MF | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.596 ms | 0 - 54 MB | NPU | [RegNet-Y-800MF.tflite](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.tflite) |
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+ | RegNet-Y-800MF | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.067 ms | 0 - 46 MB | NPU | [RegNet-Y-800MF.dlc](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.dlc) |
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+ | RegNet-Y-800MF | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.337 ms | 0 - 84 MB | NPU | [RegNet-Y-800MF.tflite](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.tflite) |
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+ | RegNet-Y-800MF | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.305 ms | 1 - 13 MB | NPU | [RegNet-Y-800MF.dlc](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.dlc) |
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+ | RegNet-Y-800MF | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.323 ms | 1 - 11 MB | NPU | [RegNet-Y-800MF.onnx.zip](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.onnx.zip) |
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+ | RegNet-Y-800MF | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.872 ms | 0 - 37 MB | NPU | [RegNet-Y-800MF.tflite](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.tflite) |
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+ | RegNet-Y-800MF | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.83 ms | 1 - 29 MB | NPU | [RegNet-Y-800MF.dlc](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.dlc) |
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+ | RegNet-Y-800MF | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.945 ms | 0 - 37 MB | NPU | [RegNet-Y-800MF.tflite](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.tflite) |
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+ | RegNet-Y-800MF | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 3.957 ms | 1 - 29 MB | NPU | [RegNet-Y-800MF.dlc](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.dlc) |
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+ | RegNet-Y-800MF | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.338 ms | 0 - 86 MB | NPU | [RegNet-Y-800MF.tflite](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.tflite) |
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+ | RegNet-Y-800MF | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.306 ms | 0 - 23 MB | NPU | [RegNet-Y-800MF.dlc](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.dlc) |
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+ | RegNet-Y-800MF | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.121 ms | 0 - 41 MB | NPU | [RegNet-Y-800MF.tflite](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.tflite) |
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+ | RegNet-Y-800MF | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.056 ms | 1 - 35 MB | NPU | [RegNet-Y-800MF.dlc](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.dlc) |
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+ | RegNet-Y-800MF | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.336 ms | 0 - 86 MB | NPU | [RegNet-Y-800MF.tflite](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.tflite) |
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+ | RegNet-Y-800MF | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.324 ms | 0 - 12 MB | NPU | [RegNet-Y-800MF.dlc](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.dlc) |
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+ | RegNet-Y-800MF | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.872 ms | 0 - 37 MB | NPU | [RegNet-Y-800MF.tflite](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.tflite) |
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+ | RegNet-Y-800MF | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.83 ms | 1 - 29 MB | NPU | [RegNet-Y-800MF.dlc](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.dlc) |
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+ | RegNet-Y-800MF | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.89 ms | 0 - 57 MB | NPU | [RegNet-Y-800MF.tflite](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.tflite) |
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+ | RegNet-Y-800MF | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.873 ms | 0 - 43 MB | NPU | [RegNet-Y-800MF.dlc](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.dlc) |
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+ | RegNet-Y-800MF | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.844 ms | 0 - 44 MB | NPU | [RegNet-Y-800MF.onnx.zip](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.onnx.zip) |
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+ | RegNet-Y-800MF | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.695 ms | 0 - 41 MB | NPU | [RegNet-Y-800MF.tflite](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.tflite) |
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+ | RegNet-Y-800MF | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.667 ms | 1 - 39 MB | NPU | [RegNet-Y-800MF.dlc](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.dlc) |
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+ | RegNet-Y-800MF | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.7 ms | 0 - 33 MB | NPU | [RegNet-Y-800MF.onnx.zip](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.onnx.zip) |
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+ | RegNet-Y-800MF | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.592 ms | 0 - 42 MB | NPU | [RegNet-Y-800MF.tflite](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.tflite) |
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+ | RegNet-Y-800MF | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.622 ms | 0 - 38 MB | NPU | [RegNet-Y-800MF.dlc](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.dlc) |
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+ | RegNet-Y-800MF | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.717 ms | 1 - 36 MB | NPU | [RegNet-Y-800MF.onnx.zip](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.onnx.zip) |
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+ | RegNet-Y-800MF | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.533 ms | 48 - 48 MB | NPU | [RegNet-Y-800MF.dlc](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.dlc) |
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+ | RegNet-Y-800MF | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.269 ms | 15 - 15 MB | NPU | [RegNet-Y-800MF.onnx.zip](https://huggingface.co/qualcomm/RegNet-Y-800MF/blob/main/RegNet-Y-800MF.onnx.zip) |
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  ```
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+ ## Configure Qualcomm® AI Hub Workbench to run this model on a cloud-hosted device
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+ Sign-in to [Qualcomm® AI Hub Workbench](https://workbench.aihub.qualcomm.com/) with your
79
  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
 
83
  ```bash
84
  qai-hub configure --api_token API_TOKEN
85
  ```
86
+ Navigate to [docs](https://workbench.aihub.qualcomm.com/docs/) for more information.
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  spot check the output with expected output.
195
 
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  **Note**: This on-device profiling and inference requires access to Qualcomm®
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+ AI Hub Workbench. [Sign up for access](https://myaccount.qualcomm.com/signup).
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