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v0.48.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.48.0 for changelog.

Files changed (1) hide show
  1. README.md +95 -95
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 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.47.0/yamnet-onnx-float.zip)
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- | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.47.0/yamnet-onnx-w8a16.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.47.0/yamnet-onnx-w8a8.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.47.0/yamnet-qnn_dlc-float.zip)
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- | QNN_DLC | w8a16 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.47.0/yamnet-qnn_dlc-w8a16.zip)
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- | QNN_DLC | w8a8 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.47.0/yamnet-qnn_dlc-w8a8.zip)
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- | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.47.0/yamnet-tflite-float.zip)
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- | TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.47.0/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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@@ -64,98 +64,98 @@ 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® X2 Elite | 0.089 ms | 8 - 8 MB | NPU
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- | YamNet | ONNX | float | Snapdragon® X Elite | 0.287 ms | 8 - 8 MB | NPU
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- | YamNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.175 ms | 0 - 38 MB | NPU
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- | YamNet | ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.22 ms | 0 - 28 MB | NPU
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- | YamNet | ONNX | float | Qualcomm® QCS9075 | 0.3 ms | 0 - 3 MB | NPU
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- | YamNet | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.157 ms | 0 - 21 MB | NPU
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- | YamNet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.148 ms | 0 - 24 MB | NPU
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- | YamNet | ONNX | w8a16 | Snapdragon® X2 Elite | 0.064 ms | 0 - 0 MB | NPU
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- | YamNet | ONNX | w8a16 | Snapdragon® X Elite | 0.21 ms | 4 - 4 MB | NPU
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- | YamNet | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.111 ms | 0 - 37 MB | NPU
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- | YamNet | ONNX | w8a16 | Qualcomm® QCS6490 | 13.793 ms | 11 - 15 MB | CPU
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- | YamNet | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 0.138 ms | 0 - 5 MB | NPU
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- | YamNet | ONNX | w8a16 | Qualcomm® QCS9075 | 0.213 ms | 0 - 3 MB | NPU
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- | YamNet | ONNX | w8a16 | Qualcomm® QCM6690 | 4.691 ms | 0 - 7 MB | CPU
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- | YamNet | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.1 ms | 0 - 23 MB | NPU
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- | YamNet | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 3.404 ms | 0 - 7 MB | CPU
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- | YamNet | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.097 ms | 0 - 26 MB | NPU
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- | YamNet | ONNX | w8a8 | Snapdragon® X2 Elite | 0.057 ms | 0 - 0 MB | NPU
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- | YamNet | ONNX | w8a8 | Snapdragon® X Elite | 0.215 ms | 4 - 4 MB | NPU
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- | YamNet | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.109 ms | 0 - 38 MB | NPU
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- | YamNet | ONNX | w8a8 | Qualcomm® QCS6490 | 1.658 ms | 0 - 6 MB | CPU
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- | YamNet | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.141 ms | 0 - 6 MB | NPU
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- | YamNet | ONNX | w8a8 | Qualcomm® QCS9075 | 0.218 ms | 0 - 3 MB | NPU
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- | YamNet | ONNX | w8a8 | Qualcomm® QCM6690 | 0.892 ms | 0 - 8 MB | CPU
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- | YamNet | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.096 ms | 0 - 23 MB | NPU
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- | YamNet | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.633 ms | 0 - 7 MB | CPU
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- | YamNet | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.098 ms | 0 - 26 MB | NPU
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  | YamNet | QNN_DLC | float | Snapdragon® X2 Elite | 0.187 ms | 0 - 0 MB | NPU
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- | YamNet | QNN_DLC | float | Snapdragon® X Elite | 0.273 ms | 0 - 0 MB | NPU
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- | YamNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.168 ms | 0 - 37 MB | NPU
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- | YamNet | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 0.665 ms | 0 - 22 MB | NPU
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- | YamNet | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.216 ms | 0 - 1 MB | NPU
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- | YamNet | QNN_DLC | float | Qualcomm® SA8775P | 0.367 ms | 0 - 22 MB | NPU
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- | YamNet | QNN_DLC | float | Qualcomm® QCS9075 | 0.262 ms | 2 - 4 MB | NPU
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- | YamNet | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 0.352 ms | 0 - 39 MB | NPU
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- | YamNet | QNN_DLC | float | Qualcomm® SA7255P | 0.665 ms | 0 - 22 MB | NPU
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- | YamNet | QNN_DLC | float | Qualcomm® SA8295P | 0.566 ms | 0 - 20 MB | NPU
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- | YamNet | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.147 ms | 0 - 21 MB | NPU
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- | YamNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.144 ms | 0 - 24 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.158 ms | 0 - 0 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Snapdragon® X Elite | 0.221 ms | 0 - 0 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.102 ms | 0 - 35 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 0.603 ms | 2 - 4 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 0.421 ms | 0 - 23 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 0.136 ms | 0 - 8 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Qualcomm® SA8775P | 0.276 ms | 0 - 24 MB | NPU
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  | YamNet | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 0.188 ms | 0 - 2 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 0.518 ms | 0 - 22 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 0.214 ms | 0 - 36 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Qualcomm® SA7255P | 0.421 ms | 0 - 23 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Qualcomm® SA8295P | 0.423 ms | 0 - 21 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.105 ms | 0 - 21 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 0.167 ms | 0 - 22 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.091 ms | 0 - 25 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.186 ms | 0 - 0 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.209 ms | 0 - 0 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.114 ms | 0 - 35 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 0.616 ms | 0 - 2 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 0.405 ms | 0 - 24 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.139 ms | 0 - 1 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.281 ms | 0 - 25 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.183 ms | 0 - 2 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 0.431 ms | 0 - 23 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.212 ms | 0 - 36 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Qualcomm® SA7255P | 0.405 ms | 0 - 24 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.43 ms | 0 - 21 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.104 ms | 0 - 25 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.161 ms | 0 - 22 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.098 ms | 0 - 25 MB | NPU
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- | YamNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.182 ms | 0 - 44 MB | NPU
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- | YamNet | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 0.699 ms | 0 - 28 MB | NPU
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- | YamNet | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 0.218 ms | 0 - 3 MB | NPU
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- | YamNet | TFLITE | float | Qualcomm® SA8775P | 1.149 ms | 0 - 29 MB | NPU
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- | YamNet | TFLITE | float | Qualcomm® QCS9075 | 0.262 ms | 0 - 10 MB | NPU
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  | YamNet | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 0.354 ms | 0 - 46 MB | NPU
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- | YamNet | TFLITE | float | Qualcomm® SA7255P | 0.699 ms | 0 - 28 MB | NPU
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- | YamNet | TFLITE | float | Qualcomm® SA8295P | 0.571 ms | 0 - 27 MB | NPU
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- | YamNet | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.161 ms | 0 - 32 MB | NPU
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- | YamNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.154 ms | 0 - 30 MB | NPU
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  | YamNet | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.114 ms | 0 - 35 MB | NPU
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- | YamNet | TFLITE | w8a8 | Qualcomm® QCS6490 | 0.524 ms | 0 - 6 MB | NPU
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- | YamNet | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 0.423 ms | 0 - 23 MB | NPU
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- | YamNet | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.139 ms | 0 - 1 MB | NPU
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- | YamNet | TFLITE | w8a8 | Qualcomm® SA8775P | 0.289 ms | 0 - 24 MB | NPU
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  | YamNet | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.188 ms | 0 - 6 MB | NPU
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- | YamNet | TFLITE | w8a8 | Qualcomm® QCM6690 | 0.433 ms | 0 - 21 MB | NPU
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- | YamNet | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.223 ms | 0 - 37 MB | NPU
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- | YamNet | TFLITE | w8a8 | Qualcomm® SA7255P | 0.423 ms | 0 - 23 MB | NPU
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- | YamNet | TFLITE | w8a8 | Qualcomm® SA8295P | 0.446 ms | 0 - 20 MB | NPU
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- | YamNet | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.102 ms | 0 - 26 MB | NPU
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- | YamNet | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.169 ms | 0 - 21 MB | NPU
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- | YamNet | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.086 ms | 0 - 24 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 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.48.0/yamnet-onnx-float.zip)
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+ | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.48.0/yamnet-onnx-w8a16.zip)
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+ | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.48.0/yamnet-onnx-w8a8.zip)
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+ | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.48.0/yamnet-qnn_dlc-float.zip)
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+ | QNN_DLC | w8a16 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.48.0/yamnet-qnn_dlc-w8a16.zip)
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+ | QNN_DLC | w8a8 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.48.0/yamnet-qnn_dlc-w8a8.zip)
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+ | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.48.0/yamnet-tflite-float.zip)
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+ | TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.48.0/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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  ## 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® X2 Elite | 0.092 ms | 8 - 8 MB | NPU
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+ | YamNet | ONNX | float | Snapdragon® X Elite | 0.274 ms | 8 - 8 MB | NPU
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+ | YamNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.173 ms | 0 - 38 MB | NPU
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+ | YamNet | ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.22 ms | 0 - 10 MB | NPU
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+ | YamNet | ONNX | float | Qualcomm® QCS9075 | 0.301 ms | 0 - 3 MB | NPU
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+ | YamNet | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.152 ms | 0 - 21 MB | NPU
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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 | w8a16 | Snapdragon® X2 Elite | 0.062 ms | 0 - 0 MB | NPU
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+ | YamNet | ONNX | w8a16 | Snapdragon® X Elite | 0.228 ms | 4 - 4 MB | NPU
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+ | YamNet | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.115 ms | 0 - 39 MB | NPU
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+ | YamNet | ONNX | w8a16 | Qualcomm® QCS6490 | 10.025 ms | 11 - 15 MB | CPU
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+ | YamNet | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 0.143 ms | 0 - 2 MB | NPU
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+ | YamNet | ONNX | w8a16 | Qualcomm® QCS9075 | 0.202 ms | 0 - 3 MB | NPU
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+ | YamNet | ONNX | w8a16 | Qualcomm® QCM6690 | 4.676 ms | 1 - 8 MB | CPU
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+ | YamNet | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.106 ms | 0 - 28 MB | NPU
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+ | YamNet | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 3.401 ms | 0 - 7 MB | CPU
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+ | YamNet | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.105 ms | 0 - 26 MB | NPU
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+ | YamNet | ONNX | w8a8 | Snapdragon® X2 Elite | 0.061 ms | 0 - 0 MB | NPU
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+ | YamNet | ONNX | w8a8 | Snapdragon® X Elite | 0.219 ms | 4 - 4 MB | NPU
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+ | YamNet | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.114 ms | 0 - 38 MB | NPU
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+ | YamNet | ONNX | w8a8 | Qualcomm® QCS6490 | 1.767 ms | 0 - 6 MB | CPU
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+ | YamNet | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.14 ms | 0 - 2 MB | NPU
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+ | YamNet | ONNX | w8a8 | Qualcomm® QCS9075 | 0.215 ms | 0 - 3 MB | NPU
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+ | YamNet | ONNX | w8a8 | Qualcomm® QCM6690 | 0.888 ms | 0 - 7 MB | CPU
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+ | YamNet | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.102 ms | 0 - 22 MB | NPU
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+ | YamNet | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.625 ms | 0 - 7 MB | CPU
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+ | YamNet | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.098 ms | 0 - 27 MB | NPU
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  | YamNet | QNN_DLC | float | Snapdragon® X2 Elite | 0.187 ms | 0 - 0 MB | NPU
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+ | YamNet | QNN_DLC | float | Snapdragon® X Elite | 0.284 ms | 0 - 0 MB | NPU
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+ | YamNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.17 ms | 0 - 37 MB | NPU
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+ | YamNet | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 0.672 ms | 0 - 21 MB | NPU
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+ | YamNet | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.211 ms | 0 - 69 MB | NPU
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+ | YamNet | QNN_DLC | float | Qualcomm® SA8775P | 0.372 ms | 0 - 23 MB | NPU
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+ | YamNet | QNN_DLC | float | Qualcomm® QCS9075 | 0.263 ms | 0 - 2 MB | NPU
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+ | YamNet | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 0.358 ms | 0 - 38 MB | NPU
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+ | YamNet | QNN_DLC | float | Qualcomm® SA7255P | 0.672 ms | 0 - 21 MB | NPU
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+ | YamNet | QNN_DLC | float | Qualcomm® SA8295P | 0.539 ms | 0 - 20 MB | NPU
104
+ | YamNet | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.164 ms | 0 - 25 MB | NPU
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+ | YamNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.153 ms | 0 - 24 MB | NPU
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+ | YamNet | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.156 ms | 0 - 0 MB | NPU
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+ | YamNet | QNN_DLC | w8a16 | Snapdragon® X Elite | 0.219 ms | 0 - 0 MB | NPU
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+ | YamNet | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.103 ms | 0 - 35 MB | NPU
109
+ | YamNet | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 0.607 ms | 0 - 2 MB | NPU
110
+ | YamNet | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 0.417 ms | 0 - 23 MB | NPU
111
+ | YamNet | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 0.128 ms | 0 - 1 MB | NPU
112
+ | YamNet | QNN_DLC | w8a16 | Qualcomm® SA8775P | 0.277 ms | 0 - 24 MB | NPU
113
  | YamNet | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 0.188 ms | 0 - 2 MB | NPU
114
+ | YamNet | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 0.524 ms | 0 - 22 MB | NPU
115
+ | YamNet | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 0.212 ms | 0 - 37 MB | NPU
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+ | YamNet | QNN_DLC | w8a16 | Qualcomm® SA7255P | 0.417 ms | 0 - 23 MB | NPU
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+ | YamNet | QNN_DLC | w8a16 | Qualcomm® SA8295P | 0.427 ms | 0 - 21 MB | NPU
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+ | YamNet | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.101 ms | 0 - 21 MB | NPU
119
+ | YamNet | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 0.178 ms | 0 - 22 MB | NPU
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+ | YamNet | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.098 ms | 0 - 25 MB | NPU
121
+ | YamNet | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.164 ms | 0 - 0 MB | NPU
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+ | YamNet | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.215 ms | 0 - 0 MB | NPU
123
+ | YamNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.109 ms | 29 - 64 MB | NPU
124
+ | YamNet | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 0.622 ms | 0 - 2 MB | NPU
125
+ | YamNet | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 0.395 ms | 0 - 23 MB | NPU
126
+ | YamNet | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.136 ms | 0 - 57 MB | NPU
127
+ | YamNet | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.277 ms | 0 - 24 MB | NPU
128
+ | YamNet | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.184 ms | 2 - 4 MB | NPU
129
+ | YamNet | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 0.431 ms | 0 - 22 MB | NPU
130
+ | YamNet | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.207 ms | 0 - 37 MB | NPU
131
+ | YamNet | QNN_DLC | w8a8 | Qualcomm® SA7255P | 0.395 ms | 0 - 23 MB | NPU
132
+ | YamNet | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.425 ms | 0 - 21 MB | NPU
133
+ | YamNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.096 ms | 0 - 26 MB | NPU
134
+ | YamNet | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.166 ms | 0 - 22 MB | NPU
135
+ | YamNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.085 ms | 0 - 25 MB | NPU
136
+ | YamNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.179 ms | 0 - 44 MB | NPU
137
+ | YamNet | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 0.712 ms | 0 - 29 MB | NPU
138
+ | YamNet | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 0.218 ms | 0 - 1 MB | NPU
139
+ | YamNet | TFLITE | float | Qualcomm® SA8775P | 0.37 ms | 0 - 30 MB | NPU
140
+ | YamNet | TFLITE | float | Qualcomm® QCS9075 | 0.27 ms | 0 - 10 MB | NPU
141
  | YamNet | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 0.354 ms | 0 - 46 MB | NPU
142
+ | YamNet | TFLITE | float | Qualcomm® SA7255P | 0.712 ms | 0 - 29 MB | NPU
143
+ | YamNet | TFLITE | float | Qualcomm® SA8295P | 0.597 ms | 0 - 27 MB | NPU
144
+ | YamNet | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.164 ms | 0 - 28 MB | NPU
145
+ | YamNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.153 ms | 0 - 30 MB | NPU
146
  | YamNet | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.114 ms | 0 - 35 MB | NPU
147
+ | YamNet | TFLITE | w8a8 | Qualcomm® QCS6490 | 0.543 ms | 0 - 6 MB | NPU
148
+ | YamNet | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 0.418 ms | 0 - 22 MB | NPU
149
+ | YamNet | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.138 ms | 0 - 15 MB | NPU
150
+ | YamNet | TFLITE | w8a8 | Qualcomm® SA8775P | 0.302 ms | 0 - 24 MB | NPU
151
  | YamNet | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.188 ms | 0 - 6 MB | NPU
152
+ | YamNet | TFLITE | w8a8 | Qualcomm® QCM6690 | 0.431 ms | 0 - 21 MB | NPU
153
+ | YamNet | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.207 ms | 0 - 37 MB | NPU
154
+ | YamNet | TFLITE | w8a8 | Qualcomm® SA7255P | 0.418 ms | 0 - 22 MB | NPU
155
+ | YamNet | TFLITE | w8a8 | Qualcomm® SA8295P | 0.436 ms | 0 - 20 MB | NPU
156
+ | YamNet | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.1 ms | 0 - 22 MB | NPU
157
+ | YamNet | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.167 ms | 0 - 21 MB | NPU
158
+ | YamNet | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.095 ms | 0 - 24 MB | NPU
159
 
160
  ## License
161
  * The license for the original implementation of YamNet can be found