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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 (7) hide show
  1. .gitattributes +1 -0
  2. README.md +72 -34
  3. YamNet_float.dlc +2 -2
  4. YamNet_float.onnx.zip +1 -1
  5. YamNet_w8a8.dlc +3 -0
  6. YamNet_w8a8.onnx.zip +3 -0
  7. YamNet_w8a8.tflite +3 -0
.gitattributes CHANGED
@@ -37,3 +37,4 @@ YamNet.so filter=lfs diff=lfs merge=lfs -text
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  YamNet.dlc filter=lfs diff=lfs merge=lfs -text
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  DEPLOYMENT_MODEL_LICENSE.pdf filter=lfs diff=lfs merge=lfs -text
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  YamNet_float.dlc filter=lfs diff=lfs merge=lfs -text
 
 
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  YamNet.dlc filter=lfs diff=lfs merge=lfs -text
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  DEPLOYMENT_MODEL_LICENSE.pdf filter=lfs diff=lfs merge=lfs -text
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  YamNet_float.dlc filter=lfs diff=lfs merge=lfs -text
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+ YamNet_w8a8.dlc filter=lfs diff=lfs merge=lfs -text
README.md CHANGED
@@ -36,36 +36,74 @@ 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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- | YamNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 0.664 ms | 0 - 23 MB | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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- | YamNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 0.644 ms | 0 - 16 MB | NPU | [YamNet.dlc](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.dlc) |
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- | YamNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.323 ms | 0 - 38 MB | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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- | YamNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.355 ms | 0 - 25 MB | NPU | [YamNet.dlc](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.dlc) |
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- | YamNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.213 ms | 0 - 72 MB | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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- | YamNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.216 ms | 0 - 48 MB | NPU | [YamNet.dlc](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.dlc) |
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- | YamNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 0.393 ms | 0 - 51 MB | NPU | [YamNet.onnx.zip](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.onnx.zip) |
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- | YamNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.368 ms | 0 - 23 MB | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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- | YamNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.096 ms | 0 - 16 MB | NPU | [YamNet.dlc](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.dlc) |
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- | YamNet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 0.664 ms | 0 - 23 MB | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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- | YamNet | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 0.644 ms | 0 - 16 MB | NPU | [YamNet.dlc](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.dlc) |
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- | YamNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.22 ms | 0 - 71 MB | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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- | YamNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.223 ms | 0 - 50 MB | NPU | [YamNet.dlc](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.dlc) |
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- | YamNet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.539 ms | 0 - 29 MB | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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- | YamNet | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 0.528 ms | 0 - 22 MB | NPU | [YamNet.dlc](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.dlc) |
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- | YamNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.221 ms | 0 - 70 MB | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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- | YamNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.222 ms | 0 - 4 MB | NPU | [YamNet.dlc](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.dlc) |
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- | YamNet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.368 ms | 0 - 23 MB | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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- | YamNet | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.096 ms | 0 - 16 MB | NPU | [YamNet.dlc](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.dlc) |
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- | YamNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.173 ms | 10 - 48 MB | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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- | YamNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.176 ms | 0 - 29 MB | NPU | [YamNet.dlc](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.dlc) |
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- | YamNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.259 ms | 0 - 26 MB | NPU | [YamNet.onnx.zip](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.onnx.zip) |
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- | YamNet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.153 ms | 0 - 31 MB | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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- | YamNet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.15 ms | 0 - 24 MB | NPU | [YamNet.dlc](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.dlc) |
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- | YamNet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.259 ms | 0 - 23 MB | NPU | [YamNet.onnx.zip](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.onnx.zip) |
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- | YamNet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.151 ms | 0 - 30 MB | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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- | YamNet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.153 ms | 0 - 22 MB | NPU | [YamNet.dlc](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.dlc) |
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- | YamNet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.263 ms | 0 - 19 MB | NPU | [YamNet.onnx.zip](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.onnx.zip) |
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- | YamNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.28 ms | 56 - 56 MB | NPU | [YamNet.dlc](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.dlc) |
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- | YamNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.286 ms | 8 - 8 MB | NPU | [YamNet.onnx.zip](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.onnx.zip) |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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@@ -80,9 +118,9 @@ pip install "qai-hub-models[yamnet]" git+https://github.com/w-hc/torch_audioset.
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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
@@ -90,7 +128,7 @@ 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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@@ -201,7 +239,7 @@ 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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+ | YamNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 0.685 ms | 0 - 24 MB | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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+ | YamNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 0.655 ms | 0 - 18 MB | NPU | [YamNet.dlc](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.dlc) |
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+ | YamNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.313 ms | 0 - 30 MB | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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+ | YamNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.353 ms | 0 - 28 MB | NPU | [YamNet.dlc](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.dlc) |
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+ | YamNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.215 ms | 0 - 73 MB | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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+ | YamNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.214 ms | 0 - 50 MB | NPU | [YamNet.dlc](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.dlc) |
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+ | YamNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 0.406 ms | 0 - 56 MB | NPU | [YamNet.onnx.zip](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.onnx.zip) |
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+ | YamNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.37 ms | 0 - 24 MB | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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+ | YamNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.365 ms | 0 - 18 MB | NPU | [YamNet.dlc](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.dlc) |
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+ | YamNet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 0.685 ms | 0 - 24 MB | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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+ | YamNet | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 0.655 ms | 0 - 18 MB | NPU | [YamNet.dlc](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.dlc) |
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+ | YamNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.221 ms | 0 - 71 MB | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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+ | YamNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.218 ms | 0 - 48 MB | NPU | [YamNet.dlc](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.dlc) |
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+ | YamNet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.544 ms | 0 - 30 MB | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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+ | YamNet | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 0.541 ms | 0 - 23 MB | NPU | [YamNet.dlc](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.dlc) |
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+ | YamNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.212 ms | 0 - 4 MB | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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+ | YamNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.215 ms | 0 - 52 MB | NPU | [YamNet.dlc](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.dlc) |
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+ | YamNet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.37 ms | 0 - 24 MB | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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+ | YamNet | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.365 ms | 0 - 18 MB | NPU | [YamNet.dlc](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.dlc) |
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+ | YamNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.178 ms | 0 - 36 MB | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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+ | YamNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.17 ms | 0 - 31 MB | NPU | [YamNet.dlc](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.dlc) |
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+ | YamNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.277 ms | 0 - 28 MB | NPU | [YamNet.onnx.zip](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.onnx.zip) |
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+ | YamNet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.15 ms | 0 - 26 MB | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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+ | YamNet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.153 ms | 0 - 25 MB | NPU | [YamNet.dlc](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.dlc) |
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+ | YamNet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.24 ms | 0 - 19 MB | NPU | [YamNet.onnx.zip](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.onnx.zip) |
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+ | YamNet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.151 ms | 0 - 27 MB | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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+ | YamNet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.153 ms | 0 - 24 MB | NPU | [YamNet.dlc](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.dlc) |
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+ | YamNet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.244 ms | 0 - 23 MB | NPU | [YamNet.onnx.zip](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.onnx.zip) |
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+ | YamNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.282 ms | 56 - 56 MB | NPU | [YamNet.dlc](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.dlc) |
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+ | YamNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.287 ms | 8 - 8 MB | NPU | [YamNet.onnx.zip](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.onnx.zip) |
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+ | YamNet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 0.399 ms | 0 - 18 MB | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet_w8a8.tflite) |
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+ | YamNet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 0.378 ms | 0 - 20 MB | NPU | [YamNet.dlc](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet_w8a8.dlc) |
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+ | YamNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.204 ms | 0 - 30 MB | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet_w8a8.tflite) |
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+ | YamNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.217 ms | 0 - 29 MB | NPU | [YamNet.dlc](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet_w8a8.dlc) |
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+ | YamNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.138 ms | 0 - 31 MB | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet_w8a8.tflite) |
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+ | YamNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.128 ms | 0 - 32 MB | NPU | [YamNet.dlc](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet_w8a8.dlc) |
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+ | YamNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 0.315 ms | 0 - 31 MB | NPU | [YamNet.onnx.zip](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet_w8a8.onnx.zip) |
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+ | YamNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.291 ms | 0 - 20 MB | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet_w8a8.tflite) |
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+ | YamNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.284 ms | 0 - 20 MB | NPU | [YamNet.dlc](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet_w8a8.dlc) |
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+ | YamNet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 0.468 ms | 0 - 25 MB | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet_w8a8.tflite) |
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+ | YamNet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 0.466 ms | 0 - 24 MB | NPU | [YamNet.dlc](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet_w8a8.dlc) |
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+ | YamNet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 0.967 ms | 0 - 13 MB | CPU | [YamNet.onnx.zip](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet_w8a8.onnx.zip) |
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+ | YamNet | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 2.119 ms | 0 - 2 MB | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet_w8a8.tflite) |
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+ | YamNet | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 0.799 ms | 0 - 8 MB | CPU | [YamNet.onnx.zip](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet_w8a8.onnx.zip) |
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+ | YamNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 0.399 ms | 0 - 18 MB | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet_w8a8.tflite) |
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+ | YamNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 0.378 ms | 0 - 20 MB | NPU | [YamNet.dlc](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet_w8a8.dlc) |
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+ | YamNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.139 ms | 0 - 31 MB | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet_w8a8.tflite) |
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+ | YamNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.134 ms | 0 - 32 MB | NPU | [YamNet.dlc](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet_w8a8.dlc) |
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+ | YamNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.427 ms | 0 - 25 MB | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet_w8a8.tflite) |
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+ | YamNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 0.421 ms | 0 - 25 MB | NPU | [YamNet.dlc](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet_w8a8.dlc) |
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+ | YamNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.125 ms | 0 - 32 MB | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet_w8a8.tflite) |
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+ | YamNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.126 ms | 0 - 32 MB | NPU | [YamNet.dlc](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet_w8a8.dlc) |
91
+ | YamNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.291 ms | 0 - 20 MB | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet_w8a8.tflite) |
92
+ | YamNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.284 ms | 0 - 20 MB | NPU | [YamNet.dlc](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet_w8a8.dlc) |
93
+ | YamNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.11 ms | 0 - 31 MB | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet_w8a8.tflite) |
94
+ | YamNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.106 ms | 0 - 33 MB | NPU | [YamNet.dlc](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet_w8a8.dlc) |
95
+ | YamNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.207 ms | 0 - 38 MB | NPU | [YamNet.onnx.zip](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet_w8a8.onnx.zip) |
96
+ | YamNet | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.097 ms | 0 - 27 MB | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet_w8a8.tflite) |
97
+ | YamNet | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.096 ms | 0 - 25 MB | NPU | [YamNet.dlc](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet_w8a8.dlc) |
98
+ | YamNet | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.189 ms | 0 - 22 MB | NPU | [YamNet.onnx.zip](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet_w8a8.onnx.zip) |
99
+ | YamNet | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | TFLITE | 0.171 ms | 0 - 27 MB | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet_w8a8.tflite) |
100
+ | YamNet | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 0.16 ms | 0 - 27 MB | NPU | [YamNet.dlc](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet_w8a8.dlc) |
101
+ | YamNet | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 0.71 ms | 0 - 15 MB | CPU | [YamNet.onnx.zip](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet_w8a8.onnx.zip) |
102
+ | YamNet | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.097 ms | 0 - 23 MB | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet_w8a8.tflite) |
103
+ | YamNet | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.094 ms | 0 - 24 MB | NPU | [YamNet.dlc](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet_w8a8.dlc) |
104
+ | YamNet | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.202 ms | 0 - 21 MB | NPU | [YamNet.onnx.zip](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet_w8a8.onnx.zip) |
105
+ | YamNet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.203 ms | 23 - 23 MB | NPU | [YamNet.dlc](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet_w8a8.dlc) |
106
+ | YamNet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.216 ms | 4 - 4 MB | NPU | [YamNet.onnx.zip](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet_w8a8.onnx.zip) |
107
 
108
 
109
 
 
118
  ```
119
 
120
 
121
+ ## Configure Qualcomm® AI Hub Workbench to run this model on a cloud-hosted device
122
 
123
+ Sign-in to [Qualcomm® AI Hub Workbench](https://workbench.aihub.qualcomm.com/) with your
124
  Qualcomm® ID. Once signed in navigate to `Account -> Settings -> API Token`.
125
 
126
  With this API token, you can configure your client to run models on the cloud
 
128
  ```bash
129
  qai-hub configure --api_token API_TOKEN
130
  ```
131
+ Navigate to [docs](https://workbench.aihub.qualcomm.com/docs/) for more information.
132
 
133
 
134
 
 
239
  spot check the output with expected output.
240
 
241
  **Note**: This on-device profiling and inference requires access to Qualcomm®
242
+ AI Hub Workbench. [Sign up for access](https://myaccount.qualcomm.com/signup).
243
 
244
 
245
 
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