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v0.56.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.56.0 for changelog.

Files changed (2) hide show
  1. README.md +130 -128
  2. release_assets.json +14 -14
README.md CHANGED
@@ -28,14 +28,14 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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- | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.55.0/yamnet-onnx-float.zip)
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- | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.55.0/yamnet-onnx-w8a16.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.55.0/yamnet-onnx-w8a8.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.55.0/yamnet-qnn_dlc-float.zip)
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- | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.55.0/yamnet-qnn_dlc-w8a16.zip)
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- | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.55.0/yamnet-qnn_dlc-w8a8.zip)
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- | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.55.0/yamnet-tflite-float.zip)
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- | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.55.0/yamnet-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[YamNet on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/yamnet)**.
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@@ -64,127 +64,129 @@ See our repository for [YamNet on GitHub](https://github.com/qualcomm/ai-hub-mod
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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  |---|---|---|---|---|---|---
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- | YamNet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.15 ms | 0 - 25 MB | NPU
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- | YamNet | ONNX | float | Snapdragon® X2 Elite | 0.09 ms | 212 - 212 MB | NPU
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- | YamNet | ONNX | float | Snapdragon® X Elite | 0.167 ms | 181 - 181 MB | NPU
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- | YamNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.177 ms | 0 - 39 MB | NPU
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- | YamNet | ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.223 ms | 0 - 107 MB | NPU
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- | YamNet | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.157 ms | 0 - 26 MB | NPU
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- | YamNet | ONNX | float | Qualcomm® QCS9075 | 0.309 ms | 0 - 53 MB | NPU
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- | YamNet | ONNX | float | Qualcomm® QCS8750 | 0.157 ms | 0 - 26 MB | NPU
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- | YamNet | ONNX | float | Qualcomm® QCS7181 | 0.167 ms | 181 - 181 MB | NPU
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- | YamNet | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.09 ms | 0 - 29 MB | NPU
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- | YamNet | ONNX | w8a16 | Snapdragon® X2 Elite | 0.069 ms | 212 - 212 MB | NPU
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- | YamNet | ONNX | w8a16 | Snapdragon® X Elite | 0.1 ms | 149 - 149 MB | NPU
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- | YamNet | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.115 ms | 0 - 40 MB | NPU
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- | YamNet | ONNX | w8a16 | Qualcomm® QCS6490 | 13.391 ms | 11 - 15 MB | CPU
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- | YamNet | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 0.138 ms | 0 - 104 MB | NPU
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- | YamNet | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 3.39 ms | 0 - 7 MB | CPU
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- | YamNet | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.108 ms | 0 - 28 MB | NPU
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- | YamNet | ONNX | w8a16 | Qualcomm® QCM6690 | 4.657 ms | 3 - 9 MB | CPU
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- | YamNet | ONNX | w8a16 | Qualcomm® QCS9075 | 0.221 ms | 0 - 49 MB | NPU
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- | YamNet | ONNX | w8a16 | Qualcomm® QCS7790 | 3.39 ms | 0 - 7 MB | CPU
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- | YamNet | ONNX | w8a16 | Qualcomm® QCS8750 | 0.108 ms | 0 - 28 MB | NPU
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- | YamNet | ONNX | w8a16 | Qualcomm® QCS7181 | 0.1 ms | 149 - 149 MB | NPU
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- | YamNet | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.09 ms | 0 - 28 MB | NPU
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- | YamNet | ONNX | w8a8 | Snapdragon® X2 Elite | 0.058 ms | 212 - 212 MB | NPU
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- | YamNet | ONNX | w8a8 | Snapdragon® X Elite | 0.096 ms | 149 - 149 MB | NPU
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- | YamNet | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.115 ms | 0 - 45 MB | NPU
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- | YamNet | ONNX | w8a8 | Qualcomm® QCS6490 | 1.618 ms | 0 - 6 MB | CPU
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- | YamNet | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.165 ms | 0 - 48 MB | NPU
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- | YamNet | ONNX | w8a8 | Qualcomm® QCS9075 | 0.221 ms | 0 - 49 MB | NPU
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- | YamNet | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.616 ms | 0 - 7 MB | CPU
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- | YamNet | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.095 ms | 0 - 24 MB | NPU
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- | YamNet | ONNX | w8a8 | Qualcomm® QCM6690 | 0.875 ms | 0 - 7 MB | CPU
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- | YamNet | ONNX | w8a8 | Qualcomm® QCS7790 | 0.616 ms | 0 - 7 MB | CPU
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- | YamNet | ONNX | w8a8 | Qualcomm® QCS8750 | 0.095 ms | 0 - 24 MB | NPU
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- | YamNet | ONNX | w8a8 | Qualcomm® QCS7181 | 0.096 ms | 149 - 149 MB | NPU
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- | YamNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.14 ms | 0 - 23 MB | NPU
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- | YamNet | QNN_DLC | float | Snapdragon® X2 Elite | 0.202 ms | 0 - 0 MB | NPU
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- | YamNet | QNN_DLC | float | Snapdragon® X Elite | 0.276 ms | 0 - 0 MB | NPU
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- | YamNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.179 ms | 0 - 36 MB | NPU
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- | YamNet | QNN_DLC | float | Qualcomm® QCS8275 | 0.662 ms | 0 - 20 MB | NPU
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- | YamNet | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.214 ms | 0 - 2 MB | NPU
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- | YamNet | QNN_DLC | float | Qualcomm® SA8775P | 0.361 ms | 0 - 23 MB | NPU
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- | YamNet | QNN_DLC | float | Qualcomm® SA8650P | 0.361 ms | 0 - 23 MB | NPU
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- | YamNet | QNN_DLC | float | Qualcomm® SA8255P | 0.361 ms | 0 - 23 MB | NPU
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- | YamNet | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.157 ms | 0 - 24 MB | NPU
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- | YamNet | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 0.352 ms | 0 - 38 MB | NPU
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- | YamNet | QNN_DLC | float | Qualcomm® SA7255P | 0.662 ms | 0 - 20 MB | NPU
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- | YamNet | QNN_DLC | float | Qualcomm® QCS9075 | 0.261 ms | 0 - 2 MB | NPU
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- | YamNet | QNN_DLC | float | Qualcomm® SA8295P | 0.56 ms | 0 - 19 MB | NPU
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- | YamNet | QNN_DLC | float | Qualcomm® QCS8750 | 0.157 ms | 0 - 24 MB | NPU
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- | YamNet | QNN_DLC | float | Qualcomm® QCS7181 | 0.276 ms | 0 - 0 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.098 ms | 0 - 27 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.153 ms | 0 - 0 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Snapdragon® X Elite | 0.202 ms | 0 - 0 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.116 ms | 0 - 37 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 0.612 ms | 0 - 2 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Qualcomm® QCS8275 | 0.434 ms | 0 - 24 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 0.14 ms | 0 - 1 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Qualcomm® SA8775P | 0.271 ms | 0 - 26 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Qualcomm® SA8650P | 0.271 ms | 0 - 26 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Qualcomm® SA8255P | 0.271 ms | 0 - 26 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 0.166 ms | 0 - 23 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.096 ms | 0 - 27 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 0.501 ms | 0 - 25 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Qualcomm® SA7255P | 0.434 ms | 0 - 24 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Qualcomm® SA8295P | 0.433 ms | 0 - 22 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 0.185 ms | 0 - 2 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 0.212 ms | 0 - 37 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Qualcomm® QCS7790 | 0.166 ms | 0 - 23 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Qualcomm® QCS8750 | 0.096 ms | 0 - 27 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Qualcomm® QCS7181 | 0.202 ms | 0 - 0 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.091 ms | 0 - 26 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.152 ms | 0 - 0 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.195 ms | 0 - 0 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.113 ms | 0 - 37 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 0.623 ms | 2 - 4 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 0.393 ms | 0 - 26 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.127 ms | 0 - 6 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.268 ms | 0 - 26 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Qualcomm® SA8650P | 0.268 ms | 0 - 26 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Qualcomm® SA8255P | 0.268 ms | 0 - 26 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.184 ms | 0 - 2 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.206 ms | 0 - 37 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.166 ms | 0 - 24 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.088 ms | 0 - 23 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 0.438 ms | 0 - 24 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.425 ms | 0 - 22 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Qualcomm® SA7255P | 0.393 ms | 0 - 26 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 0.166 ms | 0 - 24 MB | NPU
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  | YamNet | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 0.088 ms | 0 - 23 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 0.195 ms | 0 - 0 MB | NPU
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- | YamNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.15 ms | 0 - 29 MB | NPU
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- | YamNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.175 ms | 0 - 43 MB | NPU
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- | YamNet | TFLITE | float | Qualcomm® QCS8275 | 0.698 ms | 0 - 27 MB | NPU
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- | YamNet | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 0.218 ms | 0 - 4 MB | NPU
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- | YamNet | TFLITE | float | Qualcomm® SA8775P | 0.374 ms | 0 - 29 MB | NPU
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- | YamNet | TFLITE | float | Qualcomm® SA8650P | 0.374 ms | 0 - 29 MB | NPU
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- | YamNet | TFLITE | float | Qualcomm® SA8255P | 0.374 ms | 0 - 29 MB | NPU
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- | YamNet | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.156 ms | 0 - 26 MB | NPU
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- | YamNet | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 0.352 ms | 0 - 44 MB | NPU
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- | YamNet | TFLITE | float | Qualcomm® SA7255P | 0.698 ms | 0 - 27 MB | NPU
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- | YamNet | TFLITE | float | Qualcomm® QCS9075 | 0.274 ms | 0 - 10 MB | NPU
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- | YamNet | TFLITE | float | Qualcomm® SA8295P | 0.59 ms | 0 - 25 MB | NPU
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- | YamNet | TFLITE | float | Qualcomm® QCS8750 | 0.156 ms | 0 - 26 MB | NPU
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- | YamNet | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.091 ms | 0 - 25 MB | NPU
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- | YamNet | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.103 ms | 0 - 36 MB | NPU
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- | YamNet | TFLITE | w8a8 | Qualcomm® QCS6490 | 0.572 ms | 0 - 6 MB | NPU
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- | YamNet | TFLITE | w8a8 | Qualcomm® QCS8275 | 0.41 ms | 0 - 23 MB | NPU
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- | YamNet | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.138 ms | 0 - 1 MB | NPU
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- | YamNet | TFLITE | w8a8 | Qualcomm® SA8775P | 0.29 ms | 0 - 25 MB | NPU
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- | YamNet | TFLITE | w8a8 | Qualcomm® SA8650P | 0.29 ms | 0 - 25 MB | NPU
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- | YamNet | TFLITE | w8a8 | Qualcomm® SA8255P | 0.29 ms | 0 - 25 MB | NPU
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- | YamNet | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.19 ms | 0 - 6 MB | NPU
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- | YamNet | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.205 ms | 0 - 37 MB | NPU
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- | YamNet | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.167 ms | 0 - 22 MB | NPU
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- | YamNet | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.102 ms | 0 - 27 MB | NPU
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- | YamNet | TFLITE | w8a8 | Qualcomm® QCM6690 | 0.434 ms | 0 - 22 MB | NPU
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- | YamNet | TFLITE | w8a8 | Qualcomm® SA8295P | 0.425 ms | 0 - 21 MB | NPU
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- | YamNet | TFLITE | w8a8 | Qualcomm® SA7255P | 0.41 ms | 0 - 23 MB | NPU
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- | YamNet | TFLITE | w8a8 | Qualcomm® QCS7790 | 0.167 ms | 0 - 22 MB | NPU
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- | YamNet | TFLITE | w8a8 | Qualcomm® QCS8750 | 0.102 ms | 0 - 27 MB | NPU
 
 
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  ## License
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  * The license for the original implementation of YamNet can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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+ | ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.56.0/yamnet-onnx-float.zip)
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+ | ONNX | w8a16 | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.56.0/yamnet-onnx-w8a16.zip)
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+ | ONNX | w8a8 | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.56.0/yamnet-onnx-w8a8.zip)
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+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.56.0/yamnet-qnn_dlc-float.zip)
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+ | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.56.0/yamnet-qnn_dlc-w8a16.zip)
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+ | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.56.0/yamnet-qnn_dlc-w8a8.zip)
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+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.56.0/yamnet-tflite-float.zip)
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+ | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.56.0/yamnet-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[YamNet on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/yamnet)**.
41
 
 
64
  ## Performance Summary
65
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
66
  |---|---|---|---|---|---|---
67
+ | YamNet | ONNX | float | Snapdragon® X2 Elite | 0.088 ms | 181 - 181 MB | NPU
68
+ | YamNet | ONNX | float | Snapdragon® X Elite | 0.168 ms | 181 - 181 MB | NPU
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+ | YamNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.182 ms | 0 - 26 MB | NPU
70
+ | YamNet | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 0.362 ms | 0 - 34 MB | NPU
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+ | YamNet | ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.219 ms | 0 - 17 MB | NPU
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+ | YamNet | ONNX | float | Qualcomm® QCS8450 | 0.362 ms | 0 - 34 MB | NPU
73
+ | YamNet | ONNX | float | Snapdragon® 8 Elite Mobile | 0.153 ms | 0 - 21 MB | NPU
74
+ | YamNet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.154 ms | 0 - 17 MB | NPU
75
+ | YamNet | ONNX | float | Qualcomm® QCS9075 | 0.332 ms | 0 - 53 MB | NPU
76
+ | YamNet | ONNX | float | Qualcomm® QCS8750 | 0.153 ms | 0 - 21 MB | NPU
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+ | YamNet | ONNX | float | Qualcomm® QCS7181 | 0.168 ms | 181 - 181 MB | NPU
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+ | YamNet | ONNX | w8a16 | Snapdragon® X2 Elite | 0.063 ms | 212 - 212 MB | NPU
79
+ | YamNet | ONNX | w8a16 | Snapdragon® X Elite | 0.096 ms | 177 - 177 MB | NPU
80
+ | YamNet | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.115 ms | 0 - 34 MB | NPU
81
+ | YamNet | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 0.222 ms | 0 - 37 MB | NPU
82
+ | YamNet | ONNX | w8a16 | Qualcomm® QCS6490 | 0.713 ms | 0 - 50 MB | NPU
83
+ | YamNet | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 0.139 ms | 0 - 16 MB | NPU
84
+ | YamNet | ONNX | w8a16 | Qualcomm® QCS8450 | 0.222 ms | 0 - 37 MB | NPU
85
+ | YamNet | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.103 ms | 0 - 21 MB | NPU
86
+ | YamNet | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 0.102 ms | 0 - 24 MB | NPU
87
+ | YamNet | ONNX | w8a16 | Qualcomm® QCS9075 | 0.218 ms | 0 - 49 MB | NPU
88
+ | YamNet | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 0.171 ms | 0 - 22 MB | NPU
89
+ | YamNet | ONNX | w8a16 | Qualcomm® QCM6690 | 0.504 ms | 0 - 22 MB | NPU
90
+ | YamNet | ONNX | w8a16 | Qualcomm® QCS7790 | 0.171 ms | 0 - 22 MB | NPU
91
+ | YamNet | ONNX | w8a16 | Qualcomm® QCS8750 | 0.102 ms | 0 - 24 MB | NPU
92
+ | YamNet | ONNX | w8a16 | Qualcomm® QCS7181 | 0.096 ms | 177 - 177 MB | NPU
93
+ | YamNet | ONNX | w8a8 | Snapdragon® X2 Elite | 0.061 ms | 181 - 181 MB | NPU
94
+ | YamNet | ONNX | w8a8 | Snapdragon® X Elite | 0.095 ms | 149 - 149 MB | NPU
95
+ | YamNet | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.114 ms | 0 - 32 MB | NPU
96
+ | YamNet | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.215 ms | 0 - 36 MB | NPU
97
+ | YamNet | ONNX | w8a8 | Qualcomm® QCS6490 | 0.578 ms | 0 - 50 MB | NPU
98
+ | YamNet | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.136 ms | 0 - 15 MB | NPU
99
+ | YamNet | ONNX | w8a8 | Qualcomm® QCS8450 | 0.215 ms | 0 - 36 MB | NPU
100
+ | YamNet | ONNX | w8a8 | Qualcomm® QCS9075 | 0.218 ms | 0 - 49 MB | NPU
101
+ | YamNet | ONNX | w8a8 | Qualcomm® QCM6690 | 0.424 ms | 0 - 21 MB | NPU
102
+ | YamNet | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.171 ms | 0 - 21 MB | NPU
103
+ | YamNet | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.097 ms | 0 - 20 MB | NPU
104
+ | YamNet | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.097 ms | 0 - 25 MB | NPU
105
+ | YamNet | ONNX | w8a8 | Qualcomm® QCS7790 | 0.171 ms | 0 - 21 MB | NPU
106
+ | YamNet | ONNX | w8a8 | Qualcomm® QCS8750 | 0.097 ms | 0 - 25 MB | NPU
107
+ | YamNet | ONNX | w8a8 | Qualcomm® QCS7181 | 0.095 ms | 149 - 149 MB | NPU
108
+ | YamNet | QNN_DLC | float | Snapdragon® X2 Elite | 0.181 ms | 0 - 0 MB | NPU
109
+ | YamNet | QNN_DLC | float | Snapdragon® X Elite | 0.263 ms | 0 - 0 MB | NPU
110
+ | YamNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.172 ms | 0 - 36 MB | NPU
111
+ | YamNet | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 0.35 ms | 0 - 44 MB | NPU
112
+ | YamNet | QNN_DLC | float | Qualcomm® QCS8275 | 0.675 ms | 0 - 20 MB | NPU
113
+ | YamNet | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.222 ms | 0 - 2 MB | NPU
114
+ | YamNet | QNN_DLC | float | Qualcomm® QCS8450 | 0.35 ms | 0 - 44 MB | NPU
115
+ | YamNet | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 0.145 ms | 0 - 19 MB | NPU
116
+ | YamNet | QNN_DLC | float | Qualcomm® SA7255P | 0.675 ms | 0 - 20 MB | NPU
117
+ | YamNet | QNN_DLC | float | Qualcomm® SA8295P | 0.558 ms | 0 - 19 MB | NPU
118
+ | YamNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.148 ms | 0 - 21 MB | NPU
119
+ | YamNet | QNN_DLC | float | Qualcomm® QCS9075 | 0.263 ms | 0 - 2 MB | NPU
120
+ | YamNet | QNN_DLC | float | Qualcomm® QCS8750 | 0.145 ms | 0 - 19 MB | NPU
121
+ | YamNet | QNN_DLC | float | Qualcomm® QCS7181 | 0.263 ms | 0 - 0 MB | NPU
122
+ | YamNet | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.152 ms | 0 - 0 MB | NPU
123
+ | YamNet | QNN_DLC | w8a16 | Snapdragon® X Elite | 0.204 ms | 0 - 0 MB | NPU
124
+ | YamNet | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.096 ms | 0 - 37 MB | NPU
125
+ | YamNet | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 0.216 ms | 0 - 42 MB | NPU
126
+ | YamNet | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 0.63 ms | 2 - 4 MB | NPU
127
+ | YamNet | QNN_DLC | w8a16 | Qualcomm® QCS8275 | 0.424 ms | 0 - 25 MB | NPU
128
+ | YamNet | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 0.135 ms | 0 - 1 MB | NPU
129
+ | YamNet | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 0.216 ms | 0 - 42 MB | NPU
130
+ | YamNet | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.092 ms | 0 - 23 MB | NPU
131
+ | YamNet | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 0.099 ms | 0 - 27 MB | NPU
132
+ | YamNet | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 0.186 ms | 0 - 2 MB | NPU
133
+ | YamNet | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 0.165 ms | 0 - 24 MB | NPU
134
+ | YamNet | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 0.506 ms | 0 - 24 MB | NPU
135
+ | YamNet | QNN_DLC | w8a16 | Qualcomm® SA8295P | 0.42 ms | 0 - 22 MB | NPU
136
+ | YamNet | QNN_DLC | w8a16 | Qualcomm® SA7255P | 0.424 ms | 0 - 25 MB | NPU
137
+ | YamNet | QNN_DLC | w8a16 | Qualcomm® QCS7790 | 0.165 ms | 0 - 24 MB | NPU
138
+ | YamNet | QNN_DLC | w8a16 | Qualcomm® QCS8750 | 0.099 ms | 0 - 27 MB | NPU
139
+ | YamNet | QNN_DLC | w8a16 | Qualcomm® QCS7181 | 0.204 ms | 0 - 0 MB | NPU
140
+ | YamNet | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.157 ms | 0 - 0 MB | NPU
141
+ | YamNet | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.194 ms | 0 - 0 MB | NPU
142
+ | YamNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.107 ms | 0 - 36 MB | NPU
143
+ | YamNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.206 ms | 0 - 41 MB | NPU
144
+ | YamNet | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 0.532 ms | 0 - 2 MB | NPU
145
+ | YamNet | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 0.39 ms | 0 - 25 MB | NPU
146
+ | YamNet | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.138 ms | 0 - 1 MB | NPU
147
+ | YamNet | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 0.206 ms | 0 - 41 MB | NPU
148
+ | YamNet | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.183 ms | 0 - 2 MB | NPU
149
+ | YamNet | QNN_DLC | w8a8 | Qualcomm® SA7255P | 0.39 ms | 0 - 25 MB | NPU
150
+ | YamNet | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 0.425 ms | 0 - 24 MB | NPU
151
+ | YamNet | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.165 ms | 0 - 24 MB | NPU
152
+ | YamNet | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.435 ms | 0 - 22 MB | NPU
153
+ | YamNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.093 ms | 0 - 23 MB | NPU
154
+ | YamNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.088 ms | 0 - 23 MB | NPU
155
+ | YamNet | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 0.165 ms | 0 - 24 MB | NPU
156
  | YamNet | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 0.088 ms | 0 - 23 MB | NPU
157
+ | YamNet | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 0.194 ms | 0 - 0 MB | NPU
158
+ | YamNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.171 ms | 0 - 42 MB | NPU
159
+ | YamNet | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 0.352 ms | 0 - 47 MB | NPU
160
+ | YamNet | TFLITE | float | Qualcomm® QCS8275 | 0.695 ms | 0 - 27 MB | NPU
161
+ | YamNet | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 0.213 ms | 0 - 4 MB | NPU
162
+ | YamNet | TFLITE | float | Qualcomm® SA8775P | 1.577 ms | 0 - 21 MB | GPU
163
+ | YamNet | TFLITE | float | Qualcomm® SA8650P | 1.577 ms | 0 - 21 MB | GPU
164
+ | YamNet | TFLITE | float | Qualcomm® SA8255P | 1.577 ms | 0 - 21 MB | GPU
165
+ | YamNet | TFLITE | float | Qualcomm® QCS8450 | 0.352 ms | 0 - 47 MB | NPU
166
+ | YamNet | TFLITE | float | Snapdragon® 8 Elite Mobile | 0.159 ms | 0 - 26 MB | NPU
167
+ | YamNet | TFLITE | float | Qualcomm® SA7255P | 0.695 ms | 0 - 27 MB | NPU
168
+ | YamNet | TFLITE | float | Qualcomm® SA8295P | 0.568 ms | 0 - 25 MB | NPU
169
+ | YamNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.152 ms | 0 - 26 MB | NPU
170
+ | YamNet | TFLITE | float | Qualcomm® QCS9075 | 0.271 ms | 0 - 10 MB | NPU
171
+ | YamNet | TFLITE | float | Qualcomm® QCS8750 | 0.159 ms | 0 - 26 MB | NPU
172
+ | YamNet | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.115 ms | 0 - 36 MB | NPU
173
+ | YamNet | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.206 ms | 0 - 42 MB | NPU
174
+ | YamNet | TFLITE | w8a8 | Qualcomm® QCS6490 | 0.527 ms | 0 - 6 MB | NPU
175
+ | YamNet | TFLITE | w8a8 | Qualcomm® QCS8275 | 0.418 ms | 0 - 24 MB | NPU
176
+ | YamNet | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.133 ms | 0 - 8 MB | NPU
177
+ | YamNet | TFLITE | w8a8 | Qualcomm® SA8775P | 1.618 ms | 0 - 20 MB | GPU
178
+ | YamNet | TFLITE | w8a8 | Qualcomm® SA8650P | 1.618 ms | 0 - 20 MB | GPU
179
+ | YamNet | TFLITE | w8a8 | Qualcomm® SA8255P | 1.618 ms | 0 - 20 MB | GPU
180
+ | YamNet | TFLITE | w8a8 | Qualcomm® QCS8450 | 0.206 ms | 0 - 42 MB | NPU
181
+ | YamNet | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.193 ms | 0 - 6 MB | NPU
182
+ | YamNet | TFLITE | w8a8 | Qualcomm® SA7255P | 0.418 ms | 0 - 24 MB | NPU
183
+ | YamNet | TFLITE | w8a8 | Qualcomm® QCM6690 | 0.432 ms | 0 - 22 MB | NPU
184
+ | YamNet | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.172 ms | 0 - 22 MB | NPU
185
+ | YamNet | TFLITE | w8a8 | Qualcomm® SA8295P | 0.439 ms | 0 - 21 MB | NPU
186
+ | YamNet | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.096 ms | 0 - 22 MB | NPU
187
+ | YamNet | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.096 ms | 0 - 22 MB | NPU
188
+ | YamNet | TFLITE | w8a8 | Qualcomm® QCS7790 | 0.172 ms | 0 - 22 MB | NPU
189
+ | YamNet | TFLITE | w8a8 | Qualcomm® QCS8750 | 0.096 ms | 0 - 22 MB | NPU
190
 
191
  ## License
192
  * The license for the original implementation of YamNet can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "version": "0.55.0",
3
  "precisions": {
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  "w8a16": {
5
  "universal_assets": {
@@ -7,14 +7,14 @@
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.55.0/yamnet-qnn_dlc-w8a16.zip"
11
  },
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  "onnx": {
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  "tool_versions": {
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- "qairt": "2.42.0.251225135753_193295",
15
  "onnx_runtime": "1.25.0"
16
  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.55.0/yamnet-onnx-w8a16.zip"
18
  }
19
  }
20
  },
@@ -23,22 +23,22 @@
23
  "tflite": {
24
  "tool_versions": {
25
  "qairt": "2.45.0.260326154327",
26
- "litert": "1.4.3"
27
  },
28
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.55.0/yamnet-tflite-float.zip"
29
  },
30
  "qnn_dlc": {
31
  "tool_versions": {
32
  "qairt": "2.45.0.260326154327"
33
  },
34
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.55.0/yamnet-qnn_dlc-float.zip"
35
  },
36
  "onnx": {
37
  "tool_versions": {
38
- "qairt": "2.42.0.251225135753_193295",
39
  "onnx_runtime": "1.25.0"
40
  },
41
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.55.0/yamnet-onnx-float.zip"
42
  }
43
  }
44
  },
@@ -47,22 +47,22 @@
47
  "tflite": {
48
  "tool_versions": {
49
  "qairt": "2.45.0.260326154327",
50
- "litert": "1.4.3"
51
  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.55.0/yamnet-tflite-w8a8.zip"
53
  },
54
  "qnn_dlc": {
55
  "tool_versions": {
56
  "qairt": "2.45.0.260326154327"
57
  },
58
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.55.0/yamnet-qnn_dlc-w8a8.zip"
59
  },
60
  "onnx": {
61
  "tool_versions": {
62
- "qairt": "2.42.0.251225135753_193295",
63
  "onnx_runtime": "1.25.0"
64
  },
65
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.55.0/yamnet-onnx-w8a8.zip"
66
  }
67
  }
68
  }
 
1
  {
2
+ "version": "0.56.0",
3
  "precisions": {
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  "w8a16": {
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  "universal_assets": {
 
7
  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.56.0/yamnet-qnn_dlc-w8a16.zip"
11
  },
12
  "onnx": {
13
  "tool_versions": {
14
+ "qairt": "2.45.0.260326154327",
15
  "onnx_runtime": "1.25.0"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.56.0/yamnet-onnx-w8a16.zip"
18
  }
19
  }
20
  },
 
23
  "tflite": {
24
  "tool_versions": {
25
  "qairt": "2.45.0.260326154327",
26
+ "litert": "1.4.4"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.56.0/yamnet-tflite-float.zip"
29
  },
30
  "qnn_dlc": {
31
  "tool_versions": {
32
  "qairt": "2.45.0.260326154327"
33
  },
34
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.56.0/yamnet-qnn_dlc-float.zip"
35
  },
36
  "onnx": {
37
  "tool_versions": {
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+ "qairt": "2.45.0.260326154327",
39
  "onnx_runtime": "1.25.0"
40
  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.56.0/yamnet-onnx-float.zip"
42
  }
43
  }
44
  },
 
47
  "tflite": {
48
  "tool_versions": {
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  "qairt": "2.45.0.260326154327",
50
+ "litert": "1.4.4"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.56.0/yamnet-tflite-w8a8.zip"
53
  },
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  "qnn_dlc": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.56.0/yamnet-qnn_dlc-w8a8.zip"
59
  },
60
  "onnx": {
61
  "tool_versions": {
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+ "qairt": "2.45.0.260326154327",
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  "onnx_runtime": "1.25.0"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.56.0/yamnet-onnx-w8a8.zip"
66
  }
67
  }
68
  }