v0.63.0
Browse filesSee https://github.com/qualcomm/ai-hub-models/releases/v0.63.0 for changelog.
- README.md +135 -141
- release_assets.json +17 -17
README.md
CHANGED
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@@ -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.
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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.
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| ONNX | w8a16 | Universal | QAIRT 2.
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| ONNX | w8a8 | Universal | QAIRT 2.
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| QNN_DLC | float | Universal | QAIRT 2.
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| QNN_DLC | w8a16 | Universal | QAIRT 2.
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| QNN_DLC | w8a8 | Universal | QAIRT 2.
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| TFLITE | float | Universal | QAIRT 2.
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| TFLITE | w8a8 | Universal | QAIRT 2.
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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.
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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.
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## Model Details
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@@ -64,141 +64,135 @@ 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®
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| YamNet | ONNX | float | Snapdragon®
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| YamNet | ONNX | float | Snapdragon®
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| YamNet | ONNX | float | Snapdragon®
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| YamNet | ONNX | float |
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| YamNet | ONNX | float |
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| YamNet | ONNX | float | Qualcomm®
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| YamNet | ONNX | float | Qualcomm® Dragonwing™
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| YamNet | ONNX | float | Qualcomm®
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| YamNet | ONNX | float | Qualcomm® Dragonwing™
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| YamNet | ONNX | float |
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| YamNet | ONNX | float |
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| YamNet | ONNX | w8a16 | Snapdragon®
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| YamNet | ONNX | w8a16 | Snapdragon®
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| YamNet | ONNX | w8a16 | Snapdragon®
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| YamNet | ONNX | w8a16 | Snapdragon®
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| YamNet | ONNX | w8a16 |
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| YamNet | ONNX | w8a16 |
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| YamNet | ONNX | w8a16 | Qualcomm® Dragonwing™
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| YamNet | ONNX | w8a16 | Qualcomm®
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| YamNet | ONNX | w8a16 | Qualcomm® Dragonwing™
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| YamNet | ONNX | w8a16 | Qualcomm®
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| YamNet | ONNX | w8a16 | Qualcomm® Dragonwing™
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| YamNet | ONNX | w8a16 | Qualcomm® Dragonwing™
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| YamNet | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-
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| YamNet | ONNX | w8a16 |
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| YamNet | ONNX | w8a16 |
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| YamNet | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 0.
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| YamNet | ONNX | w8a8 | Snapdragon®
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| YamNet | ONNX | w8a8 | Snapdragon®
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| YamNet | ONNX | w8a8 | Snapdragon®
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| YamNet | ONNX | w8a8 | Snapdragon®
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| YamNet | ONNX | w8a8 |
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| YamNet | ONNX | w8a8 |
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| YamNet | ONNX | w8a8 | Qualcomm® Dragonwing™
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| YamNet | ONNX | w8a8 | Qualcomm®
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| YamNet | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.223 ms | 0 - 3 MB | NPU
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| YamNet | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.
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| YamNet | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 0.
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| YamNet | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.
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| YamNet | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.
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| YamNet | ONNX | w8a8 | Snapdragon®
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| YamNet |
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| YamNet |
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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.
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| YamNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.
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| YamNet | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 0.
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| YamNet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 0.
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| YamNet | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.
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| YamNet | QNN_DLC | float | Qualcomm® SA8775P | 0.
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| YamNet | QNN_DLC | float | Qualcomm® SA8650P | 0.
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| YamNet | QNN_DLC | float | Qualcomm® SA8255P | 0.
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| YamNet | QNN_DLC | float | Qualcomm® QCS8450 | 0.
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| YamNet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 0.274 ms | 0 - 2 MB | NPU
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| YamNet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.
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| YamNet | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 0.
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| YamNet | QNN_DLC | float | Qualcomm®
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| YamNet | QNN_DLC |
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| YamNet | QNN_DLC |
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| YamNet | QNN_DLC |
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| YamNet | QNN_DLC | w8a16 | Snapdragon®
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| YamNet | QNN_DLC | w8a16 | Snapdragon®
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| YamNet | QNN_DLC | w8a16 | Snapdragon® 8 Gen
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| YamNet | QNN_DLC | w8a16 |
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| YamNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™
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| YamNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™
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| YamNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.13 ms | 0 - 1 MB | NPU
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| YamNet | QNN_DLC | w8a16 | Qualcomm® SA8775P | 0.27 ms | 0 - 26 MB | NPU
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| YamNet | QNN_DLC | w8a16 | Qualcomm® SA8650P | 0.27 ms | 0 - 26 MB | NPU
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| YamNet | QNN_DLC | w8a16 | Qualcomm® SA8255P | 0.27 ms | 0 - 26 MB | NPU
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| YamNet | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 0.
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| YamNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 0.
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| YamNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 0.
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| YamNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 0.
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| YamNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 0.
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| YamNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 0.
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| YamNet | QNN_DLC | w8a16 | Qualcomm® SA7255P | 0.
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| YamNet | QNN_DLC | w8a16 | Qualcomm® SA8295P | 0.
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| YamNet | QNN_DLC | w8a16 | Snapdragon®
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| YamNet | QNN_DLC |
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| YamNet | QNN_DLC |
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| YamNet | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.
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| YamNet | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.
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| YamNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.
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| YamNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.
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| YamNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 0.
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| YamNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.
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| YamNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.
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| YamNet | QNN_DLC | w8a8 | Qualcomm®
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| YamNet | QNN_DLC | w8a8 | Qualcomm®
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| YamNet | QNN_DLC | w8a8 | Qualcomm®
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| YamNet | QNN_DLC | w8a8 | Qualcomm®
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| YamNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™
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| YamNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™
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| YamNet | QNN_DLC | w8a8 | Qualcomm®
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| YamNet | QNN_DLC | w8a8 | Qualcomm®
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| YamNet | QNN_DLC | w8a8 |
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| YamNet |
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| YamNet |
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| YamNet |
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| YamNet |
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| YamNet |
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| YamNet | TFLITE | float |
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| YamNet | TFLITE | float |
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| YamNet | TFLITE | float | Qualcomm®
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| YamNet | TFLITE | float | Qualcomm®
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| YamNet | TFLITE | float | Qualcomm®
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| YamNet | TFLITE | float | Qualcomm®
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| YamNet | TFLITE | float | Qualcomm®
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| YamNet | TFLITE | float | Qualcomm®
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| YamNet | TFLITE |
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| YamNet | TFLITE |
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| YamNet | TFLITE |
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| YamNet | TFLITE |
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| YamNet | TFLITE |
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| YamNet | TFLITE | w8a8 |
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| YamNet | TFLITE | w8a8 |
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| YamNet | TFLITE | w8a8 | Qualcomm®
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| YamNet | TFLITE | w8a8 | Qualcomm®
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| YamNet | TFLITE | w8a8 | Qualcomm®
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| YamNet | TFLITE | w8a8 | Qualcomm®
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| YamNet | TFLITE | w8a8 | Qualcomm®
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| YamNet | TFLITE | w8a8 | Qualcomm®
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| YamNet | TFLITE | w8a8 | Qualcomm®
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| YamNet | TFLITE | w8a8 | Qualcomm®
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| YamNet | TFLITE | w8a8 | Qualcomm®
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| YamNet | TFLITE | w8a8 |
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| YamNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.097 ms | 0 - 22 MB | NPU
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| 197 |
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| YamNet | TFLITE | w8a8 | Qualcomm® SA7255P | 0.421 ms | 0 - 24 MB | NPU
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| YamNet | TFLITE | w8a8 | Qualcomm® SA8295P | 0.44 ms | 0 - 20 MB | NPU
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| YamNet | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.097 ms | 0 - 22 MB | NPU
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| YamNet | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.096 ms | 0 - 21 MB | NPU
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| YamNet | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.165 ms | 0 - 22 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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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/v0.63.0/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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| Runtime | Precision | Chipset | SDK Versions | Download |
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|---|---|---|---|---|
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+
| ONNX | float | Universal | QAIRT 2.50, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.63.0/yamnet-onnx-float.zip)
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| 32 |
+
| ONNX | w8a16 | Universal | QAIRT 2.50, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.63.0/yamnet-onnx-w8a16.zip)
|
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+
| ONNX | w8a8 | Universal | QAIRT 2.50, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.63.0/yamnet-onnx-w8a8.zip)
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+
| QNN_DLC | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.63.0/yamnet-qnn_dlc-float.zip)
|
| 35 |
+
| QNN_DLC | w8a16 | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.63.0/yamnet-qnn_dlc-w8a16.zip)
|
| 36 |
+
| QNN_DLC | w8a8 | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.63.0/yamnet-qnn_dlc-w8a8.zip)
|
| 37 |
+
| TFLITE | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.63.0/yamnet-tflite-float.zip)
|
| 38 |
+
| TFLITE | w8a8 | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.63.0/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/v0.63.0/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/v0.63.0/src/qai_hub_models/models/yamnet) for usage instructions.
|
| 53 |
|
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## Model Details
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| 55 |
|
|
|
|
| 64 |
## Performance Summary
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| 65 |
| Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
|
| 66 |
|---|---|---|---|---|---|---
|
| 67 |
+
| YamNet | ONNX | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.156 ms | 0 - 26 MB | NPU
|
| 68 |
+
| YamNet | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.154 ms | 0 - 25 MB | NPU
|
| 69 |
+
| YamNet | ONNX | float | Snapdragon® X2 Elite | 0.092 ms | 1 - 1 MB | NPU
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| 70 |
+
| YamNet | ONNX | float | Snapdragon® X Elite | 0.166 ms | 8 - 8 MB | NPU
|
| 71 |
+
| YamNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.189 ms | 0 - 42 MB | NPU
|
| 72 |
+
| YamNet | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 0.324 ms | 0 - 48 MB | NPU
|
| 73 |
+
| YamNet | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 0.31 ms | 0 - 4 MB | NPU
|
| 74 |
+
| YamNet | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.216 ms | 0 - 10 MB | NPU
|
| 75 |
+
| YamNet | ONNX | float | Qualcomm® QCS8450 | 0.324 ms | 0 - 48 MB | NPU
|
| 76 |
+
| YamNet | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 0.309 ms | 0 - 3 MB | NPU
|
| 77 |
+
| YamNet | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.166 ms | 8 - 8 MB | NPU
|
| 78 |
+
| YamNet | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 0.154 ms | 0 - 25 MB | NPU
|
| 79 |
+
| YamNet | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.103 ms | 0 - 32 MB | NPU
|
| 80 |
+
| YamNet | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.107 ms | 0 - 33 MB | NPU
|
| 81 |
+
| YamNet | ONNX | w8a16 | Snapdragon® X2 Elite | 0.071 ms | 1 - 1 MB | NPU
|
| 82 |
+
| YamNet | ONNX | w8a16 | Snapdragon® X Elite | 0.1 ms | 0 - 0 MB | NPU
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| 83 |
+
| YamNet | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.121 ms | 0 - 46 MB | NPU
|
| 84 |
+
| YamNet | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 0.199 ms | 0 - 49 MB | NPU
|
| 85 |
+
| YamNet | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 0.696 ms | 0 - 3 MB | NPU
|
| 86 |
+
| YamNet | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 0.344 ms | 0 - 4 MB | NPU
|
| 87 |
+
| YamNet | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.145 ms | 0 - 7 MB | NPU
|
| 88 |
+
| YamNet | ONNX | w8a16 | Qualcomm® QCS8450 | 0.199 ms | 0 - 49 MB | NPU
|
| 89 |
+
| YamNet | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 0.254 ms | 0 - 3 MB | NPU
|
| 90 |
+
| YamNet | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 0.1 ms | 0 - 0 MB | NPU
|
| 91 |
+
| YamNet | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 0.526 ms | 0 - 30 MB | NPU
|
| 92 |
+
| YamNet | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 0.177 ms | 0 - 30 MB | NPU
|
| 93 |
+
| YamNet | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 0.107 ms | 0 - 33 MB | NPU
|
| 94 |
+
| YamNet | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 0.177 ms | 0 - 30 MB | NPU
|
| 95 |
+
| YamNet | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.1 ms | 0 - 30 MB | NPU
|
| 96 |
+
| YamNet | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.095 ms | 0 - 29 MB | NPU
|
| 97 |
+
| YamNet | ONNX | w8a8 | Snapdragon® X2 Elite | 0.059 ms | 1 - 1 MB | NPU
|
| 98 |
+
| YamNet | ONNX | w8a8 | Snapdragon® X Elite | 0.099 ms | 1 - 1 MB | NPU
|
| 99 |
+
| YamNet | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.105 ms | 0 - 46 MB | NPU
|
| 100 |
+
| YamNet | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.201 ms | 0 - 50 MB | NPU
|
| 101 |
+
| YamNet | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 0.688 ms | 0 - 3 MB | NPU
|
| 102 |
+
| YamNet | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.209 ms | 0 - 4 MB | NPU
|
| 103 |
+
| YamNet | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.139 ms | 0 - 6 MB | NPU
|
| 104 |
+
| YamNet | ONNX | w8a8 | Qualcomm® QCS8450 | 0.201 ms | 0 - 50 MB | NPU
|
| 105 |
| YamNet | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.223 ms | 0 - 3 MB | NPU
|
| 106 |
+
| YamNet | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.099 ms | 1 - 1 MB | NPU
|
| 107 |
+
| YamNet | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 0.45 ms | 0 - 29 MB | NPU
|
| 108 |
+
| YamNet | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.168 ms | 0 - 29 MB | NPU
|
| 109 |
+
| YamNet | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.095 ms | 0 - 29 MB | NPU
|
| 110 |
+
| YamNet | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.168 ms | 0 - 29 MB | NPU
|
| 111 |
+
| YamNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.155 ms | 0 - 24 MB | NPU
|
| 112 |
+
| YamNet | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.158 ms | 0 - 28 MB | NPU
|
| 113 |
| YamNet | QNN_DLC | float | Snapdragon® X2 Elite | 0.187 ms | 0 - 0 MB | NPU
|
| 114 |
+
| YamNet | QNN_DLC | float | Snapdragon® X Elite | 0.266 ms | 1 - 1 MB | NPU
|
| 115 |
+
| YamNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.174 ms | 0 - 41 MB | NPU
|
| 116 |
+
| YamNet | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 0.311 ms | 0 - 42 MB | NPU
|
| 117 |
+
| YamNet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 0.279 ms | 0 - 3 MB | NPU
|
| 118 |
+
| YamNet | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.213 ms | 0 - 1 MB | NPU
|
| 119 |
+
| YamNet | QNN_DLC | float | Qualcomm® SA8775P | 0.358 ms | 0 - 27 MB | NPU
|
| 120 |
+
| YamNet | QNN_DLC | float | Qualcomm® SA8650P | 0.358 ms | 0 - 27 MB | NPU
|
| 121 |
+
| YamNet | QNN_DLC | float | Qualcomm® SA8255P | 0.358 ms | 0 - 27 MB | NPU
|
| 122 |
+
| YamNet | QNN_DLC | float | Qualcomm® QCS8450 | 0.311 ms | 0 - 42 MB | NPU
|
| 123 |
| YamNet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 0.274 ms | 0 - 2 MB | NPU
|
| 124 |
+
| YamNet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.266 ms | 1 - 1 MB | NPU
|
| 125 |
+
| YamNet | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 0.158 ms | 0 - 28 MB | NPU
|
| 126 |
+
| YamNet | QNN_DLC | float | Qualcomm® SA8295P | 0.45 ms | 0 - 22 MB | NPU
|
| 127 |
+
| YamNet | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.101 ms | 0 - 29 MB | NPU
|
| 128 |
+
| YamNet | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.097 ms | 0 - 28 MB | NPU
|
| 129 |
+
| YamNet | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.158 ms | 0 - 0 MB | NPU
|
| 130 |
+
| YamNet | QNN_DLC | w8a16 | Snapdragon® X Elite | 0.198 ms | 0 - 0 MB | NPU
|
| 131 |
+
| YamNet | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.118 ms | 0 - 41 MB | NPU
|
| 132 |
+
| YamNet | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 0.197 ms | 0 - 47 MB | NPU
|
| 133 |
+
| YamNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 0.636 ms | 0 - 2 MB | NPU
|
| 134 |
+
| YamNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 0.283 ms | 0 - 3 MB | NPU
|
| 135 |
+
| YamNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.14 ms | 0 - 1 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 | 0.197 ms | 0 - 47 MB | NPU
|
| 139 |
+
| YamNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 0.195 ms | 0 - 2 MB | NPU
|
| 140 |
+
| YamNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 0.198 ms | 0 - 0 MB | NPU
|
| 141 |
+
| YamNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 0.521 ms | 0 - 29 MB | NPU
|
| 142 |
+
| YamNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 0.173 ms | 0 - 29 MB | NPU
|
| 143 |
+
| YamNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 0.097 ms | 0 - 28 MB | NPU
|
| 144 |
+
| YamNet | QNN_DLC | w8a16 | Qualcomm® SA7255P | 0.432 ms | 0 - 30 MB | NPU
|
| 145 |
+
| YamNet | QNN_DLC | w8a16 | Qualcomm® SA8295P | 0.333 ms | 0 - 28 MB | NPU
|
| 146 |
+
| YamNet | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 0.173 ms | 0 - 29 MB | NPU
|
| 147 |
+
| YamNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.1 ms | 0 - 28 MB | NPU
|
| 148 |
+
| YamNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.097 ms | 0 - 32 MB | NPU
|
| 149 |
+
| YamNet | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.158 ms | 0 - 0 MB | NPU
|
| 150 |
+
| YamNet | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.213 ms | 0 - 0 MB | NPU
|
| 151 |
+
| YamNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.107 ms | 3 - 44 MB | NPU
|
| 152 |
+
| YamNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.194 ms | 0 - 43 MB | NPU
|
| 153 |
+
| YamNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 0.627 ms | 0 - 2 MB | NPU
|
| 154 |
+
| YamNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.185 ms | 0 - 3 MB | NPU
|
| 155 |
+
| YamNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.136 ms | 0 - 36 MB | NPU
|
| 156 |
+
| YamNet | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 0.194 ms | 0 - 43 MB | NPU
|
| 157 |
+
| YamNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.188 ms | 0 - 2 MB | NPU
|
| 158 |
+
| YamNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.213 ms | 0 - 0 MB | NPU
|
| 159 |
+
| YamNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 0.44 ms | 0 - 29 MB | NPU
|
| 160 |
+
| YamNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.167 ms | 0 - 29 MB | NPU
|
| 161 |
+
| YamNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.097 ms | 0 - 32 MB | NPU
|
| 162 |
+
| YamNet | QNN_DLC | w8a8 | Qualcomm® SA7255P | 0.382 ms | 0 - 29 MB | NPU
|
| 163 |
+
| YamNet | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.316 ms | 0 - 28 MB | NPU
|
| 164 |
+
| YamNet | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.167 ms | 0 - 29 MB | NPU
|
| 165 |
+
| YamNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.156 ms | 0 - 31 MB | NPU
|
| 166 |
+
| YamNet | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.153 ms | 0 - 31 MB | NPU
|
| 167 |
+
| YamNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.178 ms | 0 - 46 MB | NPU
|
| 168 |
+
| YamNet | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 0.311 ms | 0 - 54 MB | NPU
|
| 169 |
+
| YamNet | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 0.293 ms | 0 - 11 MB | NPU
|
| 170 |
+
| YamNet | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.218 ms | 0 - 56 MB | NPU
|
| 171 |
+
| YamNet | TFLITE | float | Qualcomm® SA8775P | 0.374 ms | 0 - 33 MB | NPU
|
| 172 |
+
| YamNet | TFLITE | float | Qualcomm® SA8650P | 0.374 ms | 0 - 33 MB | NPU
|
| 173 |
+
| YamNet | TFLITE | float | Qualcomm® SA8255P | 0.374 ms | 0 - 33 MB | NPU
|
| 174 |
+
| YamNet | TFLITE | float | Qualcomm® QCS8450 | 0.311 ms | 0 - 54 MB | NPU
|
| 175 |
+
| YamNet | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 0.28 ms | 0 - 10 MB | NPU
|
| 176 |
+
| YamNet | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 0.153 ms | 0 - 31 MB | NPU
|
| 177 |
+
| YamNet | TFLITE | float | Qualcomm® SA8295P | 0.466 ms | 0 - 29 MB | NPU
|
| 178 |
+
| YamNet | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.1 ms | 0 - 27 MB | NPU
|
| 179 |
+
| YamNet | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.102 ms | 0 - 32 MB | NPU
|
| 180 |
+
| YamNet | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.111 ms | 0 - 41 MB | NPU
|
| 181 |
+
| YamNet | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.194 ms | 0 - 48 MB | NPU
|
| 182 |
+
| YamNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 0.491 ms | 0 - 7 MB | NPU
|
| 183 |
+
| YamNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.296 ms | 0 - 7 MB | NPU
|
| 184 |
+
| YamNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.134 ms | 0 - 3 MB | NPU
|
| 185 |
+
| YamNet | TFLITE | w8a8 | Qualcomm® SA8775P | 1.675 ms | 0 - 19 MB | GPU
|
| 186 |
+
| YamNet | TFLITE | w8a8 | Qualcomm® SA8650P | 1.675 ms | 0 - 19 MB | GPU
|
| 187 |
+
| YamNet | TFLITE | w8a8 | Qualcomm® SA8255P | 1.675 ms | 0 - 19 MB | GPU
|
| 188 |
+
| YamNet | TFLITE | w8a8 | Qualcomm® QCS8450 | 0.194 ms | 0 - 48 MB | NPU
|
| 189 |
+
| YamNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.19 ms | 0 - 6 MB | NPU
|
| 190 |
+
| YamNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 0.438 ms | 0 - 27 MB | NPU
|
| 191 |
+
| YamNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.17 ms | 0 - 27 MB | NPU
|
| 192 |
+
| YamNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.102 ms | 0 - 32 MB | NPU
|
| 193 |
+
| YamNet | TFLITE | w8a8 | Qualcomm® SA7255P | 0.408 ms | 0 - 28 MB | NPU
|
| 194 |
+
| YamNet | TFLITE | w8a8 | Qualcomm® SA8295P | 0.323 ms | 0 - 25 MB | NPU
|
| 195 |
+
| YamNet | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.17 ms | 0 - 27 MB | NPU
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 196 |
|
| 197 |
## License
|
| 198 |
* The license for the original implementation of YamNet can be found
|
release_assets.json
CHANGED
|
@@ -1,26 +1,26 @@
|
|
| 1 |
{
|
| 2 |
-
"version": "0.
|
| 3 |
"precisions": {
|
| 4 |
"float": {
|
| 5 |
"universal_assets": {
|
| 6 |
"onnx": {
|
| 7 |
"tool_versions": {
|
| 8 |
-
"qairt": "2.
|
| 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.
|
| 12 |
},
|
| 13 |
"qnn_dlc": {
|
| 14 |
"tool_versions": {
|
| 15 |
-
"qairt": "2.
|
| 16 |
},
|
| 17 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.
|
| 18 |
},
|
| 19 |
"tflite": {
|
| 20 |
"tool_versions": {
|
| 21 |
-
"qairt": "2.
|
| 22 |
},
|
| 23 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.
|
| 24 |
}
|
| 25 |
}
|
| 26 |
},
|
|
@@ -28,16 +28,16 @@
|
|
| 28 |
"universal_assets": {
|
| 29 |
"onnx": {
|
| 30 |
"tool_versions": {
|
| 31 |
-
"qairt": "2.
|
| 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.
|
| 35 |
},
|
| 36 |
"qnn_dlc": {
|
| 37 |
"tool_versions": {
|
| 38 |
-
"qairt": "2.
|
| 39 |
},
|
| 40 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.
|
| 41 |
}
|
| 42 |
}
|
| 43 |
},
|
|
@@ -45,22 +45,22 @@
|
|
| 45 |
"universal_assets": {
|
| 46 |
"onnx": {
|
| 47 |
"tool_versions": {
|
| 48 |
-
"qairt": "2.
|
| 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.
|
| 52 |
},
|
| 53 |
"qnn_dlc": {
|
| 54 |
"tool_versions": {
|
| 55 |
-
"qairt": "2.
|
| 56 |
},
|
| 57 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.
|
| 58 |
},
|
| 59 |
"tflite": {
|
| 60 |
"tool_versions": {
|
| 61 |
-
"qairt": "2.
|
| 62 |
},
|
| 63 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.
|
| 64 |
}
|
| 65 |
}
|
| 66 |
}
|
|
|
|
| 1 |
{
|
| 2 |
+
"version": "0.63.0",
|
| 3 |
"precisions": {
|
| 4 |
"float": {
|
| 5 |
"universal_assets": {
|
| 6 |
"onnx": {
|
| 7 |
"tool_versions": {
|
| 8 |
+
"qairt": "2.50.0.260828221209",
|
| 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/v0.63.0/yamnet-onnx-float.zip"
|
| 12 |
},
|
| 13 |
"qnn_dlc": {
|
| 14 |
"tool_versions": {
|
| 15 |
+
"qairt": "2.50.0.260828221209"
|
| 16 |
},
|
| 17 |
+
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.63.0/yamnet-qnn_dlc-float.zip"
|
| 18 |
},
|
| 19 |
"tflite": {
|
| 20 |
"tool_versions": {
|
| 21 |
+
"qairt": "2.50.0.260828221209"
|
| 22 |
},
|
| 23 |
+
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.63.0/yamnet-tflite-float.zip"
|
| 24 |
}
|
| 25 |
}
|
| 26 |
},
|
|
|
|
| 28 |
"universal_assets": {
|
| 29 |
"onnx": {
|
| 30 |
"tool_versions": {
|
| 31 |
+
"qairt": "2.50.0.260828221209",
|
| 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/v0.63.0/yamnet-onnx-w8a16.zip"
|
| 35 |
},
|
| 36 |
"qnn_dlc": {
|
| 37 |
"tool_versions": {
|
| 38 |
+
"qairt": "2.50.0.260828221209"
|
| 39 |
},
|
| 40 |
+
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.63.0/yamnet-qnn_dlc-w8a16.zip"
|
| 41 |
}
|
| 42 |
}
|
| 43 |
},
|
|
|
|
| 45 |
"universal_assets": {
|
| 46 |
"onnx": {
|
| 47 |
"tool_versions": {
|
| 48 |
+
"qairt": "2.50.0.260828221209",
|
| 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/v0.63.0/yamnet-onnx-w8a8.zip"
|
| 52 |
},
|
| 53 |
"qnn_dlc": {
|
| 54 |
"tool_versions": {
|
| 55 |
+
"qairt": "2.50.0.260828221209"
|
| 56 |
},
|
| 57 |
+
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.63.0/yamnet-qnn_dlc-w8a8.zip"
|
| 58 |
},
|
| 59 |
"tflite": {
|
| 60 |
"tool_versions": {
|
| 61 |
+
"qairt": "2.50.0.260828221209"
|
| 62 |
},
|
| 63 |
+
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yamnet/releases/v0.63.0/yamnet-tflite-w8a8.zip"
|
| 64 |
}
|
| 65 |
}
|
| 66 |
}
|