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YamNet

Audio Classification
PyTorch
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v0.62.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.62.0 for changelog.

Files changed (2) hide show
  1. README.md +130 -135
  2. release_assets.json +9 -9
README.md CHANGED
@@ -15,7 +15,7 @@ pipeline_tag: audio-classification
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  An audio event classifier trained on the AudioSet dataset to predict audio events from the AudioSet ontology employing the Mobilenet_v1 depthwise-separable convolution architecture.
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  This is based on the implementation of YamNet found [here](https://github.com/w-hc/torch_audioset).
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- This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.61.0/src/qai_hub_models/models/yamnet) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
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  Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
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@@ -28,28 +28,28 @@ 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 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.61.0/yamnet-onnx-float.zip)
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- | ONNX | w8a16 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.61.0/yamnet-onnx-w8a16.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.61.0/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/v0.61.0/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/v0.61.0/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/v0.61.0/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/v0.61.0/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/v0.61.0/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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  ### Option 2: Export with Custom Configurations
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- Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.61.0/src/qai_hub_models/models/yamnet) Python library to compile and export the model with your own:
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  - Custom weights (e.g., fine-tuned checkpoints)
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  - Custom input shapes
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  - Target device and runtime configurations
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  This option is ideal if you need to customize the model beyond the default configuration provided here.
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- See our repository for [YamNet on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.61.0/src/qai_hub_models/models/yamnet) for usage instructions.
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  ## Model Details
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@@ -64,146 +64,141 @@ 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 | 0.092 ms | 1 - 1 MB | NPU
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- | YamNet | ONNX | float | Snapdragon® X Elite | 0.166 ms | 8 - 8 MB | NPU
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- | YamNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.176 ms | 0 - 38 MB | NPU
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- | YamNet | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 0.362 ms | 0 - 42 MB | NPU
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- | YamNet | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 0.332 ms | 0 - 3 MB | NPU
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- | YamNet | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.221 ms | 0 - 9 MB | NPU
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- | YamNet | ONNX | float | Qualcomm® QCS8450 | 0.362 ms | 0 - 42 MB | NPU
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- | YamNet | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 0.309 ms | 0 - 3 MB | NPU
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- | YamNet | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.166 ms | 8 - 8 MB | NPU
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- | YamNet | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 0.16 ms | 0 - 25 MB | NPU
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- | YamNet | ONNX | float | Snapdragon® 8 Elite Mobile | 0.16 ms | 0 - 25 MB | NPU
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- | YamNet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.153 ms | 0 - 22 MB | NPU
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- | YamNet | ONNX | w8a16 | Snapdragon® X2 Elite | 0.061 ms | 1 - 1 MB | NPU
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  | YamNet | ONNX | w8a16 | Snapdragon® X Elite | 0.096 ms | 0 - 0 MB | NPU
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- | YamNet | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.108 ms | 0 - 39 MB | NPU
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- | YamNet | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 0.225 ms | 0 - 44 MB | NPU
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- | YamNet | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 0.612 ms | 0 - 3 MB | NPU
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- | YamNet | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 0.339 ms | 0 - 4 MB | NPU
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- | YamNet | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.133 ms | 0 - 6 MB | NPU
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- | YamNet | ONNX | w8a16 | Qualcomm® QCS8450 | 0.225 ms | 0 - 44 MB | NPU
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- | YamNet | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 0.226 ms | 0 - 3 MB | NPU
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  | YamNet | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 0.096 ms | 0 - 0 MB | NPU
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- | YamNet | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 0.502 ms | 0 - 25 MB | NPU
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  | YamNet | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 0.168 ms | 0 - 25 MB | NPU
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- | YamNet | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 0.1 ms | 0 - 30 MB | NPU
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- | YamNet | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 0.1 ms | 0 - 30 MB | NPU
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- | YamNet | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.096 ms | 0 - 26 MB | NPU
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  | YamNet | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 0.168 ms | 0 - 25 MB | NPU
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- | YamNet | ONNX | w8a8 | Snapdragon® X2 Elite | 0.058 ms | 1 - 1 MB | NPU
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- | YamNet | ONNX | w8a8 | Snapdragon® X Elite | 0.095 ms | 0 - 0 MB | NPU
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- | YamNet | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.107 ms | 0 - 39 MB | NPU
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- | YamNet | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.213 ms | 0 - 45 MB | NPU
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- | YamNet | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 0.723 ms | 0 - 3 MB | NPU
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- | YamNet | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.317 ms | 0 - 3 MB | NPU
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- | YamNet | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.132 ms | 0 - 6 MB | NPU
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- | YamNet | ONNX | w8a8 | Qualcomm® QCS8450 | 0.213 ms | 0 - 45 MB | NPU
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- | YamNet | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.219 ms | 0 - 3 MB | NPU
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- | YamNet | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.095 ms | 0 - 0 MB | NPU
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- | YamNet | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 0.44 ms | 0 - 25 MB | NPU
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  | YamNet | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.165 ms | 0 - 25 MB | NPU
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- | YamNet | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.097 ms | 0 - 24 MB | NPU
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- | YamNet | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.097 ms | 0 - 24 MB | NPU
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- | YamNet | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.099 ms | 0 - 24 MB | NPU
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  | YamNet | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.165 ms | 0 - 25 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 | 0.278 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 | Snapdragon® 8 Gen 1 Mobile | 0.35 ms | 0 - 43 MB | NPU
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- | YamNet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 0.328 ms | 0 - 2 MB | NPU
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- | YamNet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 0.678 ms | 0 - 21 MB | NPU
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- | YamNet | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.214 ms | 0 - 58 MB | NPU
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- | YamNet | QNN_DLC | float | Qualcomm® SA8775P | 0.36 ms | 0 - 22 MB | NPU
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- | YamNet | QNN_DLC | float | Qualcomm® SA8650P | 0.36 ms | 0 - 22 MB | NPU
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- | YamNet | QNN_DLC | float | Qualcomm® SA8255P | 0.36 ms | 0 - 22 MB | NPU
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  | YamNet | QNN_DLC | float | Qualcomm® QCS8450 | 0.35 ms | 0 - 43 MB | NPU
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- | YamNet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 0.273 ms | 0 - 2 MB | NPU
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- | YamNet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.278 ms | 0 - 0 MB | NPU
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- | YamNet | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 0.154 ms | 0 - 19 MB | NPU
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- | YamNet | QNN_DLC | float | Qualcomm® SA7255P | 0.678 ms | 0 - 21 MB | NPU
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  | YamNet | QNN_DLC | float | Qualcomm® SA8295P | 0.561 ms | 0 - 19 MB | NPU
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- | YamNet | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 0.154 ms | 0 - 19 MB | NPU
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- | YamNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.154 ms | 0 - 20 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.177 ms | 1 - 1 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Snapdragon® X Elite | 0.195 ms | 0 - 0 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.1 ms | 0 - 37 MB | NPU
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  | YamNet | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 0.215 ms | 0 - 42 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 0.663 ms | 0 - 2 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 0.188 ms | 0 - 2 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 0.421 ms | 0 - 25 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.133 ms | 0 - 2 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Qualcomm® SA8775P | 0.28 ms | 0 - 26 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Qualcomm® SA8650P | 0.28 ms | 0 - 26 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Qualcomm® SA8255P | 0.28 ms | 0 - 26 MB | NPU
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  | YamNet | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 0.215 ms | 0 - 42 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 0.189 ms | 0 - 2 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 0.195 ms | 0 - 0 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 0.504 ms | 0 - 24 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 0.165 ms | 0 - 24 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 0.097 ms | 0 - 23 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Qualcomm® SA7255P | 0.421 ms | 0 - 25 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Qualcomm® SA8295P | 0.435 ms | 0 - 22 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 0.097 ms | 0 - 23 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.092 ms | 0 - 24 MB | NPU
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- | YamNet | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 0.165 ms | 0 - 24 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.156 ms | 1 - 1 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.21 ms | 1 - 1 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.113 ms | 0 - 36 MB | NPU
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  | YamNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.206 ms | 0 - 42 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 0.558 ms | 2 - 4 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.182 ms | 0 - 2 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.386 ms | 0 - 27 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.13 ms | 0 - 1 MB | NPU
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  | YamNet | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.272 ms | 0 - 26 MB | NPU
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  | YamNet | QNN_DLC | w8a8 | Qualcomm® SA8650P | 0.272 ms | 0 - 26 MB | NPU
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  | YamNet | QNN_DLC | w8a8 | Qualcomm® SA8255P | 0.272 ms | 0 - 26 MB | NPU
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  | YamNet | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 0.206 ms | 0 - 42 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.187 ms | 2 - 4 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.21 ms | 1 - 1 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 0.434 ms | 0 - 24 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.159 ms | 0 - 24 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.1 ms | 0 - 23 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Qualcomm® SA7255P | 0.386 ms | 0 - 27 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.434 ms | 0 - 22 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.1 ms | 0 - 23 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.094 ms | 0 - 23 MB | NPU
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- | YamNet | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.159 ms | 0 - 24 MB | NPU
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- | YamNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.181 ms | 0 - 42 MB | NPU
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- | YamNet | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 0.351 ms | 0 - 48 MB | NPU
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- | YamNet | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 0.297 ms | 0 - 10 MB | NPU
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- | YamNet | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 0.69 ms | 0 - 28 MB | NPU
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- | YamNet | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.211 ms | 0 - 7 MB | NPU
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- | YamNet | TFLITE | float | Qualcomm® SA8775P | 0.374 ms | 0 - 28 MB | NPU
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- | YamNet | TFLITE | float | Qualcomm® SA8650P | 0.374 ms | 0 - 28 MB | NPU
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- | YamNet | TFLITE | float | Qualcomm® SA8255P | 0.374 ms | 0 - 28 MB | NPU
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- | YamNet | TFLITE | float | Qualcomm® QCS8450 | 0.351 ms | 0 - 48 MB | NPU
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- | YamNet | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 0.277 ms | 0 - 10 MB | NPU
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- | YamNet | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 0.155 ms | 0 - 26 MB | NPU
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- | YamNet | TFLITE | float | Qualcomm® SA7255P | 0.69 ms | 0 - 28 MB | NPU
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- | YamNet | TFLITE | float | Qualcomm® SA8295P | 0.578 ms | 0 - 25 MB | NPU
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- | YamNet | TFLITE | float | Snapdragon® 8 Elite Mobile | 0.155 ms | 0 - 26 MB | NPU
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- | YamNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.155 ms | 0 - 28 MB | NPU
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- | YamNet | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.109 ms | 0 - 36 MB | NPU
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- | YamNet | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.205 ms | 0 - 42 MB | NPU
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- | YamNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 0.525 ms | 0 - 6 MB | NPU
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- | YamNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.19 ms | 0 - 6 MB | NPU
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- | YamNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.414 ms | 0 - 24 MB | NPU
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- | YamNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.132 ms | 0 - 7 MB | NPU
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- | YamNet | TFLITE | w8a8 | Qualcomm® SA8775P | 0.287 ms | 0 - 25 MB | NPU
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- | YamNet | TFLITE | w8a8 | Qualcomm® SA8650P | 0.287 ms | 0 - 25 MB | NPU
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- | YamNet | TFLITE | w8a8 | Qualcomm® SA8255P | 0.287 ms | 0 - 25 MB | NPU
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- | YamNet | TFLITE | w8a8 | Qualcomm® QCS8450 | 0.205 ms | 0 - 42 MB | NPU
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- | YamNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.189 ms | 0 - 6 MB | NPU
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- | YamNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 0.432 ms | 0 - 22 MB | NPU
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- | YamNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.17 ms | 0 - 22 MB | NPU
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- | YamNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.1 ms | 0 - 27 MB | NPU
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- | YamNet | TFLITE | w8a8 | Qualcomm® SA7255P | 0.414 ms | 0 - 24 MB | NPU
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- | YamNet | TFLITE | w8a8 | Qualcomm® SA8295P | 0.437 ms | 0 - 21 MB | NPU
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- | YamNet | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.1 ms | 0 - 27 MB | NPU
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- | YamNet | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.098 ms | 0 - 23 MB | NPU
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- | YamNet | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.17 ms | 0 - 22 MB | NPU
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208
  ## License
209
  * The license for the original implementation of YamNet can be found
 
15
  An audio event classifier trained on the AudioSet dataset to predict audio events from the AudioSet ontology employing the Mobilenet_v1 depthwise-separable convolution architecture.
16
 
17
  This is based on the implementation of YamNet found [here](https://github.com/w-hc/torch_audioset).
18
+ This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.62.0/src/qai_hub_models/models/yamnet) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
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20
  Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
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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 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.62.0/yamnet-onnx-float.zip)
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+ | ONNX | w8a16 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.62.0/yamnet-onnx-w8a16.zip)
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+ | ONNX | w8a8 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.62.0/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/v0.62.0/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/v0.62.0/yamnet-qnn_dlc-w8a16.zip)
36
+ | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.62.0/yamnet-qnn_dlc-w8a8.zip)
37
+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.62.0/yamnet-tflite-float.zip)
38
+ | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.62.0/yamnet-tflite-w8a8.zip)
39
 
40
  For more device-specific assets and performance metrics, visit **[YamNet on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/yamnet)**.
41
 
42
 
43
  ### Option 2: Export with Custom Configurations
44
 
45
+ Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.62.0/src/qai_hub_models/models/yamnet) Python library to compile and export the model with your own:
46
  - Custom weights (e.g., fine-tuned checkpoints)
47
  - Custom input shapes
48
  - Target device and runtime configurations
49
 
50
  This option is ideal if you need to customize the model beyond the default configuration provided here.
51
 
52
+ See our repository for [YamNet on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.62.0/src/qai_hub_models/models/yamnet) for usage instructions.
53
 
54
  ## Model Details
55
 
 
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 | 0.091 ms | 1 - 1 MB | NPU
68
+ | YamNet | ONNX | float | Snapdragon® X Elite | 0.165 ms | 8 - 8 MB | NPU
69
+ | YamNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.179 ms | 0 - 38 MB | NPU
70
+ | YamNet | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 0.365 ms | 0 - 43 MB | NPU
71
+ | YamNet | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 0.312 ms | 0 - 3 MB | NPU
72
+ | YamNet | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.221 ms | 0 - 35 MB | NPU
73
+ | YamNet | ONNX | float | Qualcomm® QCS8450 | 0.365 ms | 0 - 43 MB | NPU
74
+ | YamNet | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 0.3 ms | 0 - 3 MB | NPU
75
+ | YamNet | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.165 ms | 8 - 8 MB | NPU
76
+ | YamNet | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 0.157 ms | 0 - 20 MB | NPU
77
+ | YamNet | ONNX | float | Snapdragon® 8 Elite Mobile | 0.157 ms | 0 - 20 MB | NPU
78
+ | YamNet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.155 ms | 0 - 21 MB | NPU
79
+ | YamNet | ONNX | w8a16 | Snapdragon® X2 Elite | 0.058 ms | 1 - 1 MB | NPU
80
  | YamNet | ONNX | w8a16 | Snapdragon® X Elite | 0.096 ms | 0 - 0 MB | NPU
81
+ | YamNet | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.117 ms | 0 - 39 MB | NPU
82
+ | YamNet | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 0.22 ms | 0 - 44 MB | NPU
83
+ | YamNet | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 0.722 ms | 0 - 3 MB | NPU
84
+ | YamNet | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 0.288 ms | 0 - 3 MB | NPU
85
+ | YamNet | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.141 ms | 0 - 6 MB | NPU
86
+ | YamNet | ONNX | w8a16 | Qualcomm® QCS8450 | 0.22 ms | 0 - 44 MB | NPU
87
+ | YamNet | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 0.219 ms | 0 - 3 MB | NPU
88
  | YamNet | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 0.096 ms | 0 - 0 MB | NPU
89
+ | YamNet | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 0.503 ms | 0 - 25 MB | NPU
90
  | YamNet | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 0.168 ms | 0 - 25 MB | NPU
91
+ | YamNet | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 0.099 ms | 0 - 24 MB | NPU
92
+ | YamNet | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 0.099 ms | 0 - 24 MB | NPU
93
+ | YamNet | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.1 ms | 0 - 24 MB | NPU
94
  | YamNet | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 0.168 ms | 0 - 25 MB | NPU
95
+ | YamNet | ONNX | w8a8 | Snapdragon® X2 Elite | 0.074 ms | 1 - 1 MB | NPU
96
+ | YamNet | ONNX | w8a8 | Snapdragon® X Elite | 0.098 ms | 0 - 0 MB | NPU
97
+ | YamNet | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.113 ms | 0 - 39 MB | NPU
98
+ | YamNet | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.216 ms | 0 - 45 MB | NPU
99
+ | YamNet | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 0.699 ms | 0 - 3 MB | NPU
100
+ | YamNet | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.278 ms | 0 - 3 MB | NPU
101
+ | YamNet | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.134 ms | 0 - 6 MB | NPU
102
+ | YamNet | ONNX | w8a8 | Qualcomm® QCS8450 | 0.216 ms | 0 - 45 MB | NPU
103
+ | YamNet | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.223 ms | 0 - 3 MB | NPU
104
+ | YamNet | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.098 ms | 0 - 0 MB | NPU
105
+ | YamNet | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 0.436 ms | 0 - 25 MB | NPU
106
  | YamNet | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.165 ms | 0 - 25 MB | NPU
107
+ | YamNet | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.096 ms | 0 - 25 MB | NPU
108
+ | YamNet | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.096 ms | 0 - 25 MB | NPU
109
+ | YamNet | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.097 ms | 0 - 25 MB | NPU
110
  | YamNet | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.165 ms | 0 - 25 MB | NPU
111
+ | YamNet | QNN_DLC | float | Snapdragon® X2 Elite | 0.187 ms | 0 - 0 MB | NPU
112
+ | YamNet | QNN_DLC | float | Snapdragon® X Elite | 0.274 ms | 0 - 0 MB | NPU
113
+ | YamNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.178 ms | 0 - 36 MB | NPU
114
  | YamNet | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 0.35 ms | 0 - 43 MB | NPU
115
+ | YamNet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 0.341 ms | 0 - 2 MB | NPU
116
+ | YamNet | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.216 ms | 0 - 1 MB | NPU
117
+ | YamNet | QNN_DLC | float | Qualcomm® SA8775P | 0.359 ms | 0 - 23 MB | NPU
118
+ | YamNet | QNN_DLC | float | Qualcomm® SA8650P | 0.359 ms | 0 - 23 MB | NPU
119
+ | YamNet | QNN_DLC | float | Qualcomm® SA8255P | 0.359 ms | 0 - 23 MB | NPU
 
120
  | YamNet | QNN_DLC | float | Qualcomm® QCS8450 | 0.35 ms | 0 - 43 MB | NPU
121
+ | YamNet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 0.274 ms | 0 - 2 MB | NPU
122
+ | YamNet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.274 ms | 0 - 0 MB | NPU
123
+ | YamNet | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 0.152 ms | 0 - 19 MB | NPU
124
+ | YamNet | QNN_DLC | float | Qualcomm® SA7255P | 0.673 ms | 0 - 21 MB | NPU
125
  | YamNet | QNN_DLC | float | Qualcomm® SA8295P | 0.561 ms | 0 - 19 MB | NPU
126
+ | YamNet | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 0.152 ms | 0 - 19 MB | NPU
127
+ | YamNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.145 ms | 0 - 20 MB | NPU
128
+ | YamNet | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.154 ms | 0 - 0 MB | NPU
129
+ | YamNet | QNN_DLC | w8a16 | Snapdragon® X Elite | 0.21 ms | 0 - 0 MB | NPU
130
+ | YamNet | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.103 ms | 0 - 37 MB | NPU
131
  | YamNet | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 0.215 ms | 0 - 42 MB | NPU
132
+ | YamNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 0.668 ms | 0 - 2 MB | NPU
133
+ | YamNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 0.186 ms | 0 - 2 MB | NPU
134
+ | YamNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.13 ms | 0 - 1 MB | NPU
135
+ | YamNet | QNN_DLC | w8a16 | Qualcomm® SA8775P | 0.27 ms | 0 - 26 MB | NPU
136
+ | YamNet | QNN_DLC | w8a16 | Qualcomm® SA8650P | 0.27 ms | 0 - 26 MB | NPU
137
+ | YamNet | QNN_DLC | w8a16 | Qualcomm® SA8255P | 0.27 ms | 0 - 26 MB | NPU
 
138
  | YamNet | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 0.215 ms | 0 - 42 MB | NPU
139
+ | YamNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 0.188 ms | 2 - 4 MB | NPU
140
+ | YamNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 0.21 ms | 0 - 0 MB | NPU
141
+ | YamNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 0.501 ms | 0 - 24 MB | NPU
142
+ | YamNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 0.163 ms | 0 - 24 MB | NPU
143
+ | YamNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 0.104 ms | 0 - 23 MB | NPU
144
+ | YamNet | QNN_DLC | w8a16 | Qualcomm® SA7255P | 0.437 ms | 0 - 24 MB | NPU
145
+ | YamNet | QNN_DLC | w8a16 | Qualcomm® SA8295P | 0.399 ms | 0 - 22 MB | NPU
146
+ | YamNet | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 0.104 ms | 0 - 23 MB | NPU
147
+ | YamNet | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.097 ms | 0 - 24 MB | NPU
148
+ | YamNet | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 0.163 ms | 0 - 24 MB | NPU
149
+ | YamNet | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.154 ms | 0 - 0 MB | NPU
150
+ | YamNet | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.204 ms | 0 - 0 MB | NPU
151
+ | YamNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.109 ms | 0 - 37 MB | NPU
152
  | YamNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.206 ms | 0 - 42 MB | NPU
153
+ | YamNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 0.561 ms | 0 - 2 MB | NPU
154
+ | YamNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.184 ms | 0 - 2 MB | NPU
155
+ | YamNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.132 ms | 0 - 1 MB | NPU
 
156
  | YamNet | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.272 ms | 0 - 26 MB | NPU
157
  | YamNet | QNN_DLC | w8a8 | Qualcomm® SA8650P | 0.272 ms | 0 - 26 MB | NPU
158
  | YamNet | QNN_DLC | w8a8 | Qualcomm® SA8255P | 0.272 ms | 0 - 26 MB | NPU
159
  | YamNet | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 0.206 ms | 0 - 42 MB | NPU
160
+ | YamNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.187 ms | 0 - 2 MB | NPU
161
+ | YamNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.204 ms | 0 - 0 MB | NPU
162
+ | YamNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 0.429 ms | 0 - 24 MB | NPU
163
+ | YamNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.164 ms | 0 - 24 MB | NPU
164
+ | YamNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.099 ms | 0 - 27 MB | NPU
165
+ | YamNet | QNN_DLC | w8a8 | Qualcomm® SA7255P | 0.396 ms | 0 - 24 MB | NPU
166
+ | YamNet | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.42 ms | 0 - 22 MB | NPU
167
+ | YamNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.099 ms | 0 - 27 MB | NPU
168
+ | YamNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.098 ms | 0 - 23 MB | NPU
169
+ | YamNet | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.164 ms | 0 - 24 MB | NPU
170
+ | YamNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.179 ms | 0 - 42 MB | NPU
171
+ | YamNet | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 0.353 ms | 0 - 48 MB | NPU
172
+ | YamNet | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 0.293 ms | 0 - 10 MB | NPU
173
+ | YamNet | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.221 ms | 0 - 68 MB | NPU
174
+ | YamNet | TFLITE | float | Qualcomm® SA8775P | 0.374 ms | 0 - 29 MB | NPU
175
+ | YamNet | TFLITE | float | Qualcomm® SA8650P | 0.374 ms | 0 - 29 MB | NPU
176
+ | YamNet | TFLITE | float | Qualcomm® SA8255P | 0.374 ms | 0 - 29 MB | NPU
177
+ | YamNet | TFLITE | float | Qualcomm® QCS8450 | 0.353 ms | 0 - 48 MB | NPU
178
+ | YamNet | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 0.29 ms | 0 - 10 MB | NPU
179
+ | YamNet | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 0.161 ms | 0 - 30 MB | NPU
180
+ | YamNet | TFLITE | float | Qualcomm® SA7255P | 0.699 ms | 0 - 28 MB | NPU
181
+ | YamNet | TFLITE | float | Qualcomm® SA8295P | 0.563 ms | 0 - 25 MB | NPU
182
+ | YamNet | TFLITE | float | Snapdragon® 8 Elite Mobile | 0.161 ms | 0 - 30 MB | NPU
183
+ | YamNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.155 ms | 0 - 27 MB | NPU
184
+ | YamNet | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.112 ms | 0 - 36 MB | NPU
185
+ | YamNet | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.204 ms | 0 - 44 MB | NPU
186
+ | YamNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 0.516 ms | 0 - 6 MB | NPU
187
+ | YamNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.221 ms | 0 - 6 MB | NPU
188
+ | YamNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.133 ms | 0 - 1 MB | NPU
189
+ | YamNet | TFLITE | w8a8 | Qualcomm® SA8775P | 0.285 ms | 0 - 25 MB | NPU
190
+ | YamNet | TFLITE | w8a8 | Qualcomm® SA8650P | 0.285 ms | 0 - 25 MB | NPU
191
+ | YamNet | TFLITE | w8a8 | Qualcomm® SA8255P | 0.285 ms | 0 - 25 MB | NPU
192
+ | YamNet | TFLITE | w8a8 | Qualcomm® QCS8450 | 0.204 ms | 0 - 44 MB | NPU
193
+ | YamNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.191 ms | 0 - 6 MB | NPU
194
+ | YamNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 0.43 ms | 0 - 22 MB | NPU
195
+ | YamNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.165 ms | 0 - 22 MB | NPU
196
+ | YamNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.097 ms | 0 - 22 MB | NPU
197
+ | YamNet | TFLITE | w8a8 | Qualcomm® SA7255P | 0.421 ms | 0 - 24 MB | NPU
198
+ | YamNet | TFLITE | w8a8 | Qualcomm® SA8295P | 0.44 ms | 0 - 20 MB | NPU
199
+ | YamNet | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.097 ms | 0 - 22 MB | NPU
200
+ | YamNet | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.096 ms | 0 - 21 MB | NPU
201
+ | YamNet | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.165 ms | 0 - 22 MB | NPU
 
 
202
 
203
  ## License
204
  * The license for the original implementation of YamNet can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "version": "0.61.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
@@ -8,19 +8,19 @@
8
  "qairt": "2.45.0.260326154327",
9
  "onnx_runtime": "1.27.1"
10
  },
11
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.61.0/yamnet-onnx-float.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
  "qairt": "2.45.0.260326154327"
16
  },
17
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.61.0/yamnet-qnn_dlc-float.zip"
18
  },
19
  "tflite": {
20
  "tool_versions": {
21
  "qairt": "2.45.0.260326154327"
22
  },
23
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.61.0/yamnet-tflite-float.zip"
24
  }
25
  }
26
  },
@@ -31,13 +31,13 @@
31
  "qairt": "2.45.0.260326154327",
32
  "onnx_runtime": "1.27.1"
33
  },
34
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.61.0/yamnet-onnx-w8a16.zip"
35
  },
36
  "qnn_dlc": {
37
  "tool_versions": {
38
  "qairt": "2.45.0.260326154327"
39
  },
40
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.61.0/yamnet-qnn_dlc-w8a16.zip"
41
  }
42
  }
43
  },
@@ -48,19 +48,19 @@
48
  "qairt": "2.45.0.260326154327",
49
  "onnx_runtime": "1.27.1"
50
  },
51
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.61.0/yamnet-onnx-w8a8.zip"
52
  },
53
  "qnn_dlc": {
54
  "tool_versions": {
55
  "qairt": "2.45.0.260326154327"
56
  },
57
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.61.0/yamnet-qnn_dlc-w8a8.zip"
58
  },
59
  "tflite": {
60
  "tool_versions": {
61
  "qairt": "2.45.0.260326154327"
62
  },
63
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.61.0/yamnet-tflite-w8a8.zip"
64
  }
65
  }
66
  }
 
1
  {
2
+ "version": "0.62.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
 
8
  "qairt": "2.45.0.260326154327",
9
  "onnx_runtime": "1.27.1"
10
  },
11
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.62.0/yamnet-onnx-float.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
  "qairt": "2.45.0.260326154327"
16
  },
17
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.62.0/yamnet-qnn_dlc-float.zip"
18
  },
19
  "tflite": {
20
  "tool_versions": {
21
  "qairt": "2.45.0.260326154327"
22
  },
23
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.62.0/yamnet-tflite-float.zip"
24
  }
25
  }
26
  },
 
31
  "qairt": "2.45.0.260326154327",
32
  "onnx_runtime": "1.27.1"
33
  },
34
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.62.0/yamnet-onnx-w8a16.zip"
35
  },
36
  "qnn_dlc": {
37
  "tool_versions": {
38
  "qairt": "2.45.0.260326154327"
39
  },
40
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.62.0/yamnet-qnn_dlc-w8a16.zip"
41
  }
42
  }
43
  },
 
48
  "qairt": "2.45.0.260326154327",
49
  "onnx_runtime": "1.27.1"
50
  },
51
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.62.0/yamnet-onnx-w8a8.zip"
52
  },
53
  "qnn_dlc": {
54
  "tool_versions": {
55
  "qairt": "2.45.0.260326154327"
56
  },
57
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.62.0/yamnet-qnn_dlc-w8a8.zip"
58
  },
59
  "tflite": {
60
  "tool_versions": {
61
  "qairt": "2.45.0.260326154327"
62
  },
63
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.62.0/yamnet-tflite-w8a8.zip"
64
  }
65
  }
66
  }