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v0.50.2

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See https://github.com/qualcomm/ai-hub-models/releases/v0.50.2 for changelog.

Files changed (2) hide show
  1. README.md +98 -98
  2. release_assets.json +1 -1
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/v0.50.1/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/v0.50.1/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/v0.50.1/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/v0.50.1/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/v0.50.1/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/v0.50.1/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/v0.50.1/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/v0.50.1/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® 8 Elite Gen 5 Mobile | 0.153 ms | 0 - 25 MB | NPU
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- | YamNet | ONNX | float | Snapdragon® X2 Elite | 0.09 ms | 8 - 8 MB | NPU
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- | YamNet | ONNX | float | Snapdragon® X Elite | 0.275 ms | 8 - 8 MB | NPU
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- | YamNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.186 ms | 0 - 37 MB | NPU
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- | YamNet | ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.215 ms | 0 - 93 MB | NPU
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  | YamNet | ONNX | float | Qualcomm® QCS9075 | 0.29 ms | 0 - 3 MB | NPU
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- | YamNet | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.155 ms | 0 - 21 MB | NPU
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- | YamNet | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.091 ms | 0 - 26 MB | NPU
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- | YamNet | ONNX | w8a16 | Snapdragon® X2 Elite | 0.065 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 | 0.106 ms | 0 - 38 MB | NPU
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- | YamNet | ONNX | w8a16 | Qualcomm® QCS6490 | 10.426 ms | 11 - 15 MB | CPU
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- | YamNet | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 0.133 ms | 0 - 2 MB | NPU
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- | YamNet | ONNX | w8a16 | Qualcomm® QCS9075 | 0.201 ms | 0 - 3 MB | NPU
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- | YamNet | ONNX | w8a16 | Qualcomm® QCM6690 | 4.642 ms | 0 - 6 MB | CPU
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- | YamNet | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.101 ms | 0 - 23 MB | NPU
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- | YamNet | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 3.385 ms | 1 - 8 MB | CPU
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- | YamNet | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.096 ms | 0 - 26 MB | NPU
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- | YamNet | ONNX | w8a8 | Snapdragon® X2 Elite | 0.058 ms | 0 - 0 MB | NPU
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- | YamNet | ONNX | w8a8 | Snapdragon® X Elite | 0.209 ms | 4 - 4 MB | NPU
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- | YamNet | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.117 ms | 0 - 37 MB | NPU
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- | YamNet | ONNX | w8a8 | Qualcomm® QCS6490 | 1.637 ms | 0 - 6 MB | CPU
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- | YamNet | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.14 ms | 0 - 20 MB | NPU
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- | YamNet | ONNX | w8a8 | Qualcomm® QCS9075 | 0.209 ms | 0 - 3 MB | NPU
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- | YamNet | ONNX | w8a8 | Qualcomm® QCM6690 | 0.878 ms | 0 - 7 MB | CPU
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- | YamNet | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.093 ms | 0 - 22 MB | NPU
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- | YamNet | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.615 ms | 0 - 7 MB | CPU
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- | YamNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.147 ms | 0 - 23 MB | NPU
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- | YamNet | QNN_DLC | float | Snapdragon® X2 Elite | 0.195 ms | 0 - 0 MB | NPU
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- | YamNet | QNN_DLC | float | Snapdragon® X Elite | 0.29 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) | 0.685 ms | 0 - 21 MB | NPU
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- | YamNet | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.215 ms | 0 - 2 MB | NPU
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- | YamNet | QNN_DLC | float | Qualcomm® SA8775P | 0.365 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) | 0.357 ms | 0 - 39 MB | NPU
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- | YamNet | QNN_DLC | float | Qualcomm® SA7255P | 0.685 ms | 0 - 21 MB | NPU
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- | YamNet | QNN_DLC | float | Qualcomm® SA8295P | 0.567 ms | 0 - 20 MB | NPU
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- | YamNet | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.152 ms | 0 - 23 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.092 ms | 0 - 25 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.157 ms | 0 - 0 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Snapdragon® X Elite | 0.214 ms | 0 - 0 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.113 ms | 0 - 36 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 0.62 ms | 0 - 2 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) | 0.138 ms | 0 - 24 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Qualcomm® SA8775P | 0.28 ms | 0 - 24 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 0.195 ms | 2 - 4 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 0.516 ms | 0 - 22 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 0.213 ms | 0 - 37 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 | 0.421 ms | 0 - 21 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.104 ms | 0 - 26 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 0.168 ms | 0 - 22 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.097 ms | 0 - 24 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.178 ms | 0 - 0 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.208 ms | 0 - 0 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.097 ms | 0 - 35 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 0.618 ms | 0 - 2 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 0.402 ms | 0 - 23 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.137 ms | 0 - 1 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.277 ms | 0 - 25 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.194 ms | 0 - 2 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 0.431 ms | 0 - 22 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.205 ms | 0 - 36 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Qualcomm® SA7255P | 0.402 ms | 0 - 23 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.431 ms | 0 - 21 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.092 ms | 0 - 22 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.169 ms | 0 - 22 MB | NPU
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- | YamNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.155 ms | 0 - 30 MB | NPU
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- | YamNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.179 ms | 0 - 44 MB | NPU
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- | YamNet | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 0.703 ms | 0 - 29 MB | NPU
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- | YamNet | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 0.218 ms | 0 - 1 MB | NPU
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- | YamNet | TFLITE | float | Qualcomm® SA8775P | 0.385 ms | 0 - 30 MB | NPU
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- | YamNet | TFLITE | float | Qualcomm® QCS9075 | 0.265 ms | 0 - 10 MB | NPU
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  | YamNet | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 0.356 ms | 0 - 46 MB | NPU
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- | YamNet | TFLITE | float | Qualcomm® SA7255P | 0.703 ms | 0 - 29 MB | NPU
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- | YamNet | TFLITE | float | Qualcomm® SA8295P | 0.58 ms | 0 - 27 MB | NPU
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- | YamNet | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.152 ms | 0 - 28 MB | NPU
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- | YamNet | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.097 ms | 0 - 24 MB | NPU
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- | YamNet | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.106 ms | 0 - 35 MB | NPU
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- | YamNet | TFLITE | w8a8 | Qualcomm® QCS6490 | 0.544 ms | 0 - 6 MB | NPU
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- | YamNet | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 0.421 ms | 0 - 23 MB | NPU
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- | YamNet | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.138 ms | 0 - 2 MB | NPU
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- | YamNet | TFLITE | w8a8 | Qualcomm® SA8775P | 0.836 ms | 0 - 23 MB | NPU
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- | YamNet | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.184 ms | 0 - 6 MB | NPU
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- | YamNet | TFLITE | w8a8 | Qualcomm® QCM6690 | 0.432 ms | 0 - 21 MB | NPU
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- | YamNet | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.207 ms | 0 - 37 MB | NPU
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- | YamNet | TFLITE | w8a8 | Qualcomm® SA7255P | 0.421 ms | 0 - 23 MB | NPU
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- | YamNet | TFLITE | w8a8 | Qualcomm® SA8295P | 0.443 ms | 0 - 20 MB | NPU
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- | YamNet | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.097 ms | 0 - 21 MB | NPU
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- | YamNet | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.168 ms | 0 - 21 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 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.50.2/yamnet-onnx-float.zip)
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+ | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.50.2/yamnet-onnx-w8a16.zip)
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+ | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.50.2/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/v0.50.2/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/v0.50.2/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/v0.50.2/yamnet-qnn_dlc-w8a8.zip)
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+ | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.50.2/yamnet-tflite-float.zip)
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+ | TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.50.2/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
65
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
66
  |---|---|---|---|---|---|---
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+ | YamNet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.155 ms | 0 - 24 MB | NPU
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+ | YamNet | ONNX | float | Snapdragon® X2 Elite | 0.093 ms | 8 - 8 MB | NPU
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+ | YamNet | ONNX | float | Snapdragon® X Elite | 0.289 ms | 8 - 8 MB | NPU
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+ | YamNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.172 ms | 0 - 37 MB | NPU
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+ | YamNet | ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.221 ms | 0 - 10 MB | NPU
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  | YamNet | ONNX | float | Qualcomm® QCS9075 | 0.29 ms | 0 - 3 MB | NPU
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+ | YamNet | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.163 ms | 0 - 25 MB | NPU
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+ | YamNet | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.103 ms | 0 - 27 MB | NPU
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+ | YamNet | ONNX | w8a16 | Snapdragon® X2 Elite | 0.061 ms | 0 - 0 MB | NPU
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+ | YamNet | ONNX | w8a16 | Snapdragon® X Elite | 0.208 ms | 4 - 4 MB | NPU
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+ | YamNet | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.114 ms | 0 - 39 MB | NPU
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+ | YamNet | ONNX | w8a16 | Qualcomm® QCS6490 | 10.818 ms | 16 - 20 MB | CPU
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+ | YamNet | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 0.13 ms | 0 - 6 MB | NPU
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+ | YamNet | ONNX | w8a16 | Qualcomm® QCS9075 | 0.217 ms | 0 - 3 MB | NPU
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+ | YamNet | ONNX | w8a16 | Qualcomm® QCM6690 | 4.686 ms | 0 - 7 MB | CPU
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+ | YamNet | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.101 ms | 0 - 22 MB | NPU
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+ | YamNet | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 3.396 ms | 0 - 7 MB | CPU
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+ | YamNet | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.099 ms | 0 - 27 MB | NPU
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+ | YamNet | ONNX | w8a8 | Snapdragon® X2 Elite | 0.073 ms | 0 - 0 MB | NPU
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+ | YamNet | ONNX | w8a8 | Snapdragon® X Elite | 0.221 ms | 4 - 4 MB | NPU
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+ | YamNet | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.111 ms | 0 - 38 MB | NPU
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+ | YamNet | ONNX | w8a8 | Qualcomm® QCS6490 | 1.614 ms | 0 - 6 MB | CPU
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+ | YamNet | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.135 ms | 0 - 14 MB | NPU
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+ | YamNet | ONNX | w8a8 | Qualcomm® QCS9075 | 0.214 ms | 0 - 3 MB | NPU
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+ | YamNet | ONNX | w8a8 | Qualcomm® QCM6690 | 0.915 ms | 0 - 7 MB | CPU
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+ | YamNet | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.096 ms | 0 - 27 MB | NPU
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+ | YamNet | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.617 ms | 0 - 7 MB | CPU
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+ | YamNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.141 ms | 0 - 24 MB | NPU
95
+ | YamNet | QNN_DLC | float | Snapdragon® X2 Elite | 0.191 ms | 0 - 0 MB | NPU
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+ | YamNet | QNN_DLC | float | Snapdragon® X Elite | 0.289 ms | 0 - 0 MB | NPU
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+ | YamNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.175 ms | 0 - 36 MB | NPU
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+ | YamNet | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 0.674 ms | 0 - 24 MB | NPU
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+ | YamNet | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.217 ms | 0 - 1 MB | NPU
100
+ | YamNet | QNN_DLC | float | Qualcomm® SA8775P | 0.364 ms | 0 - 23 MB | NPU
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+ | YamNet | QNN_DLC | float | Qualcomm® QCS9075 | 0.264 ms | 0 - 2 MB | NPU
102
+ | YamNet | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 0.36 ms | 0 - 39 MB | NPU
103
+ | YamNet | QNN_DLC | float | Qualcomm® SA7255P | 0.674 ms | 0 - 24 MB | NPU
104
+ | YamNet | QNN_DLC | float | Qualcomm® SA8295P | 0.557 ms | 0 - 20 MB | NPU
105
+ | YamNet | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.156 ms | 0 - 21 MB | NPU
106
+ | YamNet | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.102 ms | 0 - 25 MB | NPU
107
+ | YamNet | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.177 ms | 0 - 0 MB | NPU
108
+ | YamNet | QNN_DLC | w8a16 | Snapdragon® X Elite | 0.207 ms | 0 - 0 MB | NPU
109
+ | YamNet | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.119 ms | 0 - 35 MB | NPU
110
+ | YamNet | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 0.622 ms | 0 - 2 MB | NPU
111
+ | YamNet | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 0.428 ms | 0 - 25 MB | NPU
112
+ | YamNet | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 0.143 ms | 0 - 58 MB | NPU
113
+ | YamNet | QNN_DLC | w8a16 | Qualcomm® SA8775P | 0.277 ms | 0 - 24 MB | NPU
114
+ | YamNet | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 0.188 ms | 0 - 2 MB | NPU
115
+ | YamNet | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 0.518 ms | 0 - 22 MB | NPU
116
+ | YamNet | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 0.213 ms | 0 - 36 MB | NPU
117
+ | YamNet | QNN_DLC | w8a16 | Qualcomm® SA7255P | 0.428 ms | 0 - 25 MB | NPU
118
+ | YamNet | QNN_DLC | w8a16 | Qualcomm® SA8295P | 0.429 ms | 0 - 21 MB | NPU
119
+ | YamNet | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.103 ms | 0 - 26 MB | NPU
120
+ | YamNet | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 0.17 ms | 0 - 22 MB | NPU
121
+ | YamNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.098 ms | 0 - 25 MB | NPU
122
+ | YamNet | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.152 ms | 0 - 0 MB | NPU
123
+ | YamNet | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.219 ms | 0 - 0 MB | NPU
124
+ | YamNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.103 ms | 0 - 35 MB | NPU
125
+ | YamNet | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 0.624 ms | 0 - 2 MB | NPU
126
+ | YamNet | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 0.394 ms | 0 - 24 MB | NPU
127
+ | YamNet | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.136 ms | 0 - 1 MB | NPU
128
+ | YamNet | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.27 ms | 0 - 24 MB | NPU
129
+ | YamNet | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.184 ms | 0 - 2 MB | NPU
130
+ | YamNet | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 0.42 ms | 0 - 22 MB | NPU
131
+ | YamNet | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.206 ms | 0 - 37 MB | NPU
132
+ | YamNet | QNN_DLC | w8a8 | Qualcomm® SA7255P | 0.394 ms | 0 - 24 MB | NPU
133
+ | YamNet | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.414 ms | 0 - 21 MB | NPU
134
+ | YamNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.101 ms | 0 - 26 MB | NPU
135
+ | YamNet | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.168 ms | 0 - 22 MB | NPU
136
+ | YamNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.153 ms | 0 - 30 MB | NPU
137
+ | YamNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.186 ms | 0 - 44 MB | NPU
138
+ | YamNet | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 0.693 ms | 0 - 29 MB | NPU
139
+ | YamNet | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 0.217 ms | 0 - 1 MB | NPU
140
+ | YamNet | TFLITE | float | Qualcomm® SA8775P | 0.386 ms | 0 - 30 MB | NPU
141
+ | YamNet | TFLITE | float | Qualcomm® QCS9075 | 0.27 ms | 0 - 10 MB | NPU
142
  | YamNet | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 0.356 ms | 0 - 46 MB | NPU
143
+ | YamNet | TFLITE | float | Qualcomm® SA7255P | 0.693 ms | 0 - 29 MB | NPU
144
+ | YamNet | TFLITE | float | Qualcomm® SA8295P | 0.599 ms | 0 - 27 MB | NPU
145
+ | YamNet | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.155 ms | 0 - 28 MB | NPU
146
+ | YamNet | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.095 ms | 0 - 25 MB | NPU
147
+ | YamNet | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.115 ms | 0 - 36 MB | NPU
148
+ | YamNet | TFLITE | w8a8 | Qualcomm® QCS6490 | 0.514 ms | 0 - 6 MB | NPU
149
+ | YamNet | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 0.417 ms | 0 - 23 MB | NPU
150
+ | YamNet | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.14 ms | 0 - 2 MB | NPU
151
+ | YamNet | TFLITE | w8a8 | Qualcomm® SA8775P | 0.295 ms | 0 - 25 MB | NPU
152
+ | YamNet | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.188 ms | 0 - 6 MB | NPU
153
+ | YamNet | TFLITE | w8a8 | Qualcomm® QCM6690 | 0.43 ms | 0 - 22 MB | NPU
154
+ | YamNet | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.205 ms | 0 - 37 MB | NPU
155
+ | YamNet | TFLITE | w8a8 | Qualcomm® SA7255P | 0.417 ms | 0 - 23 MB | NPU
156
+ | YamNet | TFLITE | w8a8 | Qualcomm® SA8295P | 0.436 ms | 0 - 21 MB | NPU
157
+ | YamNet | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.101 ms | 0 - 26 MB | NPU
158
+ | YamNet | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.163 ms | 0 - 22 MB | NPU
159
 
160
  ## License
161
  * The license for the original implementation of YamNet can be found
release_assets.json CHANGED
@@ -1 +1 @@
1
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1
+ {"version":"0.50.2","precisions":{"float":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.50.2/yamnet-onnx-float.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.50.2/yamnet-qnn_dlc-float.zip"},"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.19.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.50.2/yamnet-tflite-float.zip"}}},"w8a16":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.50.2/yamnet-onnx-w8a16.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.50.2/yamnet-qnn_dlc-w8a16.zip"}}},"w8a8":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.50.2/yamnet-onnx-w8a8.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.50.2/yamnet-qnn_dlc-w8a8.zip"},"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.19.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.50.2/yamnet-tflite-w8a8.zip"}}}}}