v0.53.0
Browse filesSee https://github.com/qualcomm/ai-hub-models/releases/v0.53.0 for changelog.
- README.md +120 -93
- release_assets.json +11 -11
README.md
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@@ -27,14 +27,14 @@ 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 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplabv3_plus_mobilenet/releases/v0.
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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/deeplabv3_plus_mobilenet/releases/v0.
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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/deeplabv3_plus_mobilenet/releases/v0.
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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/deeplabv3_plus_mobilenet/releases/v0.
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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/deeplabv3_plus_mobilenet/releases/v0.
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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/deeplabv3_plus_mobilenet/releases/v0.
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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/deeplabv3_plus_mobilenet/releases/v0.
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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/deeplabv3_plus_mobilenet/releases/v0.
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For more device-specific assets and performance metrics, visit **[DeepLabV3-Plus-MobileNet on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/deeplabv3_plus_mobilenet)**.
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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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| DeepLabV3-Plus-MobileNet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 4.
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| DeepLabV3-Plus-MobileNet | ONNX | float | Snapdragon®
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| DeepLabV3-Plus-MobileNet | ONNX | float | Snapdragon®
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| DeepLabV3-Plus-MobileNet | ONNX | float | Snapdragon®
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| DeepLabV3-Plus-MobileNet | ONNX | float |
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| DeepLabV3-Plus-MobileNet | ONNX | float |
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| DeepLabV3-Plus-MobileNet | ONNX | float |
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| DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 2.962 ms | 0 - 207 MB | NPU
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| DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Snapdragon®
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| DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Snapdragon®
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| DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Snapdragon®
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| DeepLabV3-Plus-MobileNet | ONNX | w8a16 |
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| DeepLabV3-Plus-MobileNet | ONNX | w8a16 |
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| DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Qualcomm®
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| DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Qualcomm®
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| DeepLabV3-Plus-MobileNet | ONNX | w8a16 |
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| DeepLabV3-Plus-MobileNet | ONNX | w8a16 |
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| DeepLabV3-Plus-MobileNet | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.463 ms | 0 - 179 MB | NPU
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| DeepLabV3-Plus-MobileNet | ONNX | w8a8 | Snapdragon®
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| DeepLabV3-Plus-MobileNet | ONNX | w8a8 | Snapdragon®
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| DeepLabV3-Plus-MobileNet | ONNX | w8a8 | Snapdragon®
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| DeepLabV3-Plus-MobileNet | ONNX | w8a8 |
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| DeepLabV3-Plus-MobileNet | ONNX | w8a8 |
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| DeepLabV3-Plus-MobileNet | ONNX | w8a8 |
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| DeepLabV3-Plus-MobileNet |
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| DeepLabV3-Plus-MobileNet |
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| DeepLabV3-Plus-MobileNet | QNN_DLC | float | Snapdragon®
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| DeepLabV3-Plus-MobileNet | QNN_DLC | float | Snapdragon® 8
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| DeepLabV3-Plus-MobileNet | QNN_DLC | float |
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| DeepLabV3-Plus-MobileNet | QNN_DLC | float |
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| DeepLabV3-Plus-MobileNet | QNN_DLC | float |
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| DeepLabV3-Plus-MobileNet | QNN_DLC | float |
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| DeepLabV3-Plus-MobileNet | QNN_DLC | float | Qualcomm®
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| DeepLabV3-Plus-MobileNet | QNN_DLC | float | Qualcomm®
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| DeepLabV3-Plus-MobileNet | QNN_DLC | float | Qualcomm®
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| DeepLabV3-Plus-MobileNet | QNN_DLC | float |
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| DeepLabV3-Plus-MobileNet | QNN_DLC |
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| DeepLabV3-Plus-MobileNet | QNN_DLC |
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| DeepLabV3-Plus-MobileNet | QNN_DLC |
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| DeepLabV3-Plus-MobileNet | QNN_DLC |
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| DeepLabV3-Plus-MobileNet | QNN_DLC |
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| DeepLabV3-Plus-MobileNet | QNN_DLC |
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| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 |
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| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 |
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| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 |
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| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 |
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| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 |
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| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 |
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| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Qualcomm®
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| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 |
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| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 |
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| DeepLabV3-Plus-MobileNet | QNN_DLC |
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| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 2.075 ms | 1 - 1 MB | NPU
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| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Snapdragon® X Elite | 4.
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| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Snapdragon®
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| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 |
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| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm®
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| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm®
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| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm®
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| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm®
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| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm®
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| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm®
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| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm®
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| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm®
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| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 |
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| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 |
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| DeepLabV3-Plus-MobileNet |
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| DeepLabV3-Plus-MobileNet |
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| DeepLabV3-Plus-MobileNet |
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| DeepLabV3-Plus-MobileNet |
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| DeepLabV3-Plus-MobileNet | TFLITE | float |
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| DeepLabV3-Plus-MobileNet | TFLITE | float |
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| DeepLabV3-Plus-MobileNet | TFLITE | float |
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| DeepLabV3-Plus-MobileNet | TFLITE | float | Qualcomm®
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| DeepLabV3-Plus-MobileNet | TFLITE | float | Qualcomm®
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| DeepLabV3-Plus-MobileNet | TFLITE | float |
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| DeepLabV3-Plus-MobileNet | TFLITE |
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| DeepLabV3-Plus-MobileNet | TFLITE |
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| DeepLabV3-Plus-MobileNet | TFLITE |
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| DeepLabV3-Plus-MobileNet | TFLITE |
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| DeepLabV3-Plus-MobileNet | TFLITE |
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| DeepLabV3-Plus-MobileNet | TFLITE |
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| DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Qualcomm® QCS9075 | 5.114 ms | 0 - 9 MB | NPU
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| DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Qualcomm® QCM6690 |
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| DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 5.
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| DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Qualcomm® SA7255P | 10.
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| DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Qualcomm® SA8295P | 6.
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| DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 2.
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| DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 6.
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## License
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* The license for the original implementation of DeepLabV3-Plus-MobileNet 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/deeplabv3_plus_mobilenet/releases/v0.53.0/deeplabv3_plus_mobilenet-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/deeplabv3_plus_mobilenet/releases/v0.53.0/deeplabv3_plus_mobilenet-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/deeplabv3_plus_mobilenet/releases/v0.53.0/deeplabv3_plus_mobilenet-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/deeplabv3_plus_mobilenet/releases/v0.53.0/deeplabv3_plus_mobilenet-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/deeplabv3_plus_mobilenet/releases/v0.53.0/deeplabv3_plus_mobilenet-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/deeplabv3_plus_mobilenet/releases/v0.53.0/deeplabv3_plus_mobilenet-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/deeplabv3_plus_mobilenet/releases/v0.53.0/deeplabv3_plus_mobilenet-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/deeplabv3_plus_mobilenet/releases/v0.53.0/deeplabv3_plus_mobilenet-tflite-w8a8.zip)
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For more device-specific assets and performance metrics, visit **[DeepLabV3-Plus-MobileNet on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/deeplabv3_plus_mobilenet)**.
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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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| DeepLabV3-Plus-MobileNet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 4.304 ms | 2 - 177 MB | NPU
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| DeepLabV3-Plus-MobileNet | ONNX | float | Snapdragon® 8 Elite Mobile | 5.901 ms | 1 - 169 MB | NPU
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| 70 |
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| DeepLabV3-Plus-MobileNet | ONNX | float | Snapdragon® X2 Elite | 5.376 ms | 10 - 10 MB | NPU
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| 71 |
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| DeepLabV3-Plus-MobileNet | ONNX | float | Snapdragon® X Elite | 11.013 ms | 10 - 10 MB | NPU
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| DeepLabV3-Plus-MobileNet | ONNX | float | Snapdragon® X Elite | 11.013 ms | 10 - 10 MB | NPU
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| DeepLabV3-Plus-MobileNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 7.2 ms | 4 - 211 MB | NPU
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| DeepLabV3-Plus-MobileNet | ONNX | float | Qualcomm® QCS8550 (Proxy) | 10.382 ms | 3 - 9 MB | NPU
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| DeepLabV3-Plus-MobileNet | ONNX | float | Qualcomm® QCS9075 | 18.048 ms | 3 - 6 MB | NPU
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| DeepLabV3-Plus-MobileNet | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 5.901 ms | 1 - 169 MB | NPU
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| DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 2.962 ms | 0 - 207 MB | NPU
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| DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 3.921 ms | 0 - 184 MB | NPU
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| DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Snapdragon® X2 Elite | 3.707 ms | 7 - 7 MB | NPU
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| DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Snapdragon® X Elite | 7.658 ms | 5 - 5 MB | NPU
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| DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Snapdragon® X Elite | 7.658 ms | 5 - 5 MB | NPU
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| DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 5.093 ms | 2 - 218 MB | NPU
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| DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Qualcomm® QCS6490 | 1224.72 ms | 89 - 92 MB | CPU
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| DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 7.099 ms | 2 - 4 MB | NPU
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| DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Qualcomm® QCS9075 | 8.604 ms | 2 - 4 MB | NPU
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| DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Qualcomm® QCM6690 | 588.837 ms | 92 - 101 MB | CPU
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| DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 3.921 ms | 0 - 184 MB | NPU
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| DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 587.186 ms | 92 - 100 MB | CPU
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| DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 587.186 ms | 92 - 100 MB | CPU
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| DeepLabV3-Plus-MobileNet | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.463 ms | 0 - 179 MB | NPU
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| DeepLabV3-Plus-MobileNet | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 1.91 ms | 0 - 180 MB | NPU
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| DeepLabV3-Plus-MobileNet | ONNX | w8a8 | Snapdragon® X2 Elite | 1.664 ms | 7 - 7 MB | NPU
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| DeepLabV3-Plus-MobileNet | ONNX | w8a8 | Snapdragon® X Elite | 3.918 ms | 5 - 5 MB | NPU
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| DeepLabV3-Plus-MobileNet | ONNX | w8a8 | Snapdragon® X Elite | 3.918 ms | 5 - 5 MB | NPU
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| DeepLabV3-Plus-MobileNet | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 2.38 ms | 0 - 202 MB | NPU
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| DeepLabV3-Plus-MobileNet | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 3.523 ms | 0 - 3 MB | NPU
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| DeepLabV3-Plus-MobileNet | ONNX | w8a8 | Qualcomm® QCS9075 | 4.496 ms | 1 - 4 MB | NPU
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| DeepLabV3-Plus-MobileNet | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.91 ms | 0 - 180 MB | NPU
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| DeepLabV3-Plus-MobileNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 4.309 ms | 3 - 184 MB | NPU
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| DeepLabV3-Plus-MobileNet | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 6.278 ms | 3 - 179 MB | NPU
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| DeepLabV3-Plus-MobileNet | QNN_DLC | float | Snapdragon® X2 Elite | 5.616 ms | 3 - 3 MB | NPU
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| DeepLabV3-Plus-MobileNet | QNN_DLC | float | Snapdragon® X Elite | 12.329 ms | 3 - 3 MB | NPU
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| DeepLabV3-Plus-MobileNet | QNN_DLC | float | Snapdragon® X Elite | 12.329 ms | 3 - 3 MB | NPU
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| 104 |
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| DeepLabV3-Plus-MobileNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 8.079 ms | 3 - 208 MB | NPU
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| 105 |
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| DeepLabV3-Plus-MobileNet | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 58.61 ms | 2 - 167 MB | NPU
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| 106 |
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| DeepLabV3-Plus-MobileNet | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 11.525 ms | 3 - 5 MB | NPU
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| 107 |
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| DeepLabV3-Plus-MobileNet | QNN_DLC | float | Qualcomm® SA8775P | 17.506 ms | 2 - 168 MB | NPU
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| DeepLabV3-Plus-MobileNet | QNN_DLC | float | Qualcomm® SA8775P | 17.506 ms | 2 - 168 MB | NPU
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| DeepLabV3-Plus-MobileNet | QNN_DLC | float | Qualcomm® SA8775P | 17.506 ms | 2 - 168 MB | NPU
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| DeepLabV3-Plus-MobileNet | QNN_DLC | float | Qualcomm® QCS9075 | 20.257 ms | 3 - 8 MB | NPU
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| 111 |
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| DeepLabV3-Plus-MobileNet | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 19.848 ms | 3 - 210 MB | NPU
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| 112 |
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| DeepLabV3-Plus-MobileNet | QNN_DLC | float | Qualcomm® SA7255P | 58.61 ms | 2 - 167 MB | NPU
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| 113 |
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| DeepLabV3-Plus-MobileNet | QNN_DLC | float | Qualcomm® SA8295P | 19.624 ms | 3 - 172 MB | NPU
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| 114 |
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| DeepLabV3-Plus-MobileNet | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 6.278 ms | 3 - 179 MB | NPU
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| 115 |
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| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 3.075 ms | 2 - 196 MB | NPU
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| 116 |
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| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 4.373 ms | 2 - 180 MB | NPU
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| 117 |
+
| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 4.284 ms | 2 - 2 MB | NPU
|
| 118 |
+
| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Snapdragon® X Elite | 9.129 ms | 2 - 2 MB | NPU
|
| 119 |
+
| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Snapdragon® X Elite | 9.129 ms | 2 - 2 MB | NPU
|
| 120 |
+
| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 6.11 ms | 2 - 215 MB | NPU
|
| 121 |
+
| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 33.685 ms | 1 - 4 MB | NPU
|
| 122 |
+
| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 21.969 ms | 2 - 181 MB | NPU
|
| 123 |
+
| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 8.397 ms | 2 - 3 MB | NPU
|
| 124 |
+
| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Qualcomm® SA8775P | 8.908 ms | 2 - 182 MB | NPU
|
| 125 |
+
| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Qualcomm® SA8775P | 8.908 ms | 2 - 182 MB | NPU
|
| 126 |
+
| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Qualcomm® SA8775P | 8.908 ms | 2 - 182 MB | NPU
|
| 127 |
+
| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 9.752 ms | 1 - 5 MB | NPU
|
| 128 |
+
| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 108.156 ms | 2 - 232 MB | NPU
|
| 129 |
+
| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Qualcomm® SA7255P | 21.969 ms | 2 - 181 MB | NPU
|
| 130 |
+
| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Qualcomm® SA8295P | 13.749 ms | 2 - 198 MB | NPU
|
| 131 |
+
| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 4.373 ms | 2 - 180 MB | NPU
|
| 132 |
+
| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 11.996 ms | 2 - 181 MB | NPU
|
| 133 |
+
| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 11.996 ms | 2 - 181 MB | NPU
|
| 134 |
+
| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.61 ms | 1 - 176 MB | NPU
|
| 135 |
+
| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 2.182 ms | 0 - 177 MB | NPU
|
| 136 |
| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 2.075 ms | 1 - 1 MB | NPU
|
| 137 |
+
| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Snapdragon® X Elite | 4.612 ms | 1 - 1 MB | NPU
|
| 138 |
+
| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Snapdragon® X Elite | 4.612 ms | 1 - 1 MB | NPU
|
| 139 |
+
| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 2.902 ms | 0 - 195 MB | NPU
|
| 140 |
+
| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 15.553 ms | 1 - 3 MB | NPU
|
| 141 |
+
| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 10.797 ms | 1 - 169 MB | NPU
|
| 142 |
+
| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 4.204 ms | 1 - 35 MB | NPU
|
| 143 |
+
| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm® SA8775P | 4.712 ms | 1 - 172 MB | NPU
|
| 144 |
+
| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm® SA8775P | 4.712 ms | 1 - 172 MB | NPU
|
| 145 |
+
| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm® SA8775P | 4.712 ms | 1 - 172 MB | NPU
|
| 146 |
+
| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 5.127 ms | 1 - 3 MB | NPU
|
| 147 |
+
| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 49.586 ms | 1 - 202 MB | NPU
|
| 148 |
+
| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 6.602 ms | 1 - 197 MB | NPU
|
| 149 |
+
| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm® SA7255P | 10.797 ms | 1 - 169 MB | NPU
|
| 150 |
+
| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm® SA8295P | 6.419 ms | 1 - 168 MB | NPU
|
| 151 |
+
| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 2.182 ms | 0 - 177 MB | NPU
|
| 152 |
+
| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 6.273 ms | 1 - 176 MB | NPU
|
| 153 |
+
| DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 6.273 ms | 1 - 176 MB | NPU
|
| 154 |
+
| DeepLabV3-Plus-MobileNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 4.308 ms | 0 - 183 MB | NPU
|
| 155 |
+
| DeepLabV3-Plus-MobileNet | TFLITE | float | Snapdragon® 8 Elite Mobile | 6.288 ms | 0 - 176 MB | NPU
|
| 156 |
+
| DeepLabV3-Plus-MobileNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 8.067 ms | 0 - 215 MB | NPU
|
| 157 |
+
| DeepLabV3-Plus-MobileNet | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 58.646 ms | 0 - 169 MB | NPU
|
| 158 |
+
| DeepLabV3-Plus-MobileNet | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 11.572 ms | 0 - 6 MB | NPU
|
| 159 |
+
| DeepLabV3-Plus-MobileNet | TFLITE | float | Qualcomm® SA8775P | 17.543 ms | 0 - 169 MB | NPU
|
| 160 |
+
| DeepLabV3-Plus-MobileNet | TFLITE | float | Qualcomm® SA8775P | 17.543 ms | 0 - 169 MB | NPU
|
| 161 |
+
| DeepLabV3-Plus-MobileNet | TFLITE | float | Qualcomm® SA8775P | 17.543 ms | 0 - 169 MB | NPU
|
| 162 |
+
| DeepLabV3-Plus-MobileNet | TFLITE | float | Qualcomm® QCS9075 | 19.577 ms | 0 - 18 MB | NPU
|
| 163 |
+
| DeepLabV3-Plus-MobileNet | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 19.883 ms | 0 - 213 MB | NPU
|
| 164 |
+
| DeepLabV3-Plus-MobileNet | TFLITE | float | Qualcomm® SA7255P | 58.646 ms | 0 - 169 MB | NPU
|
| 165 |
+
| DeepLabV3-Plus-MobileNet | TFLITE | float | Qualcomm® SA8295P | 19.621 ms | 0 - 170 MB | NPU
|
| 166 |
+
| DeepLabV3-Plus-MobileNet | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 6.288 ms | 0 - 176 MB | NPU
|
| 167 |
+
| DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.585 ms | 0 - 182 MB | NPU
|
| 168 |
+
| DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 2.084 ms | 0 - 178 MB | NPU
|
| 169 |
+
| DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 2.935 ms | 0 - 203 MB | NPU
|
| 170 |
+
| DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Qualcomm® QCS6490 | 15.838 ms | 0 - 11 MB | NPU
|
| 171 |
+
| DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 10.814 ms | 0 - 173 MB | NPU
|
| 172 |
+
| DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 4.366 ms | 0 - 37 MB | NPU
|
| 173 |
+
| DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Qualcomm® SA8775P | 4.606 ms | 0 - 176 MB | NPU
|
| 174 |
+
| DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Qualcomm® SA8775P | 4.606 ms | 0 - 176 MB | NPU
|
| 175 |
+
| DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Qualcomm® SA8775P | 4.606 ms | 0 - 176 MB | NPU
|
| 176 |
| DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Qualcomm® QCS9075 | 5.114 ms | 0 - 9 MB | NPU
|
| 177 |
+
| DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Qualcomm® QCM6690 | 52.943 ms | 0 - 196 MB | NPU
|
| 178 |
+
| DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 5.701 ms | 0 - 203 MB | NPU
|
| 179 |
+
| DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Qualcomm® SA7255P | 10.814 ms | 0 - 173 MB | NPU
|
| 180 |
+
| DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Qualcomm® SA8295P | 6.244 ms | 0 - 172 MB | NPU
|
| 181 |
+
| DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 2.084 ms | 0 - 178 MB | NPU
|
| 182 |
+
| DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 6.25 ms | 0 - 178 MB | NPU
|
| 183 |
+
| DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 6.25 ms | 0 - 178 MB | NPU
|
| 184 |
|
| 185 |
## License
|
| 186 |
* The license for the original implementation of DeepLabV3-Plus-MobileNet can be found
|
release_assets.json
CHANGED
|
@@ -1,27 +1,27 @@
|
|
| 1 |
{
|
| 2 |
-
"version": "0.
|
| 3 |
"precisions": {
|
| 4 |
"float": {
|
| 5 |
"universal_assets": {
|
| 6 |
"tflite": {
|
| 7 |
"tool_versions": {
|
| 8 |
"qairt": "2.45.0.260326154327",
|
| 9 |
-
"litert": "1.4.
|
| 10 |
},
|
| 11 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplabv3_plus_mobilenet/releases/v0.
|
| 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/deeplabv3_plus_mobilenet/releases/v0.
|
| 18 |
},
|
| 19 |
"onnx": {
|
| 20 |
"tool_versions": {
|
| 21 |
"qairt": "2.42.0.251225135753_193295",
|
| 22 |
"onnx_runtime": "1.24.3"
|
| 23 |
},
|
| 24 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplabv3_plus_mobilenet/releases/v0.
|
| 25 |
}
|
| 26 |
}
|
| 27 |
},
|
|
@@ -30,22 +30,22 @@
|
|
| 30 |
"tflite": {
|
| 31 |
"tool_versions": {
|
| 32 |
"qairt": "2.45.0.260326154327",
|
| 33 |
-
"litert": "1.4.
|
| 34 |
},
|
| 35 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplabv3_plus_mobilenet/releases/v0.
|
| 36 |
},
|
| 37 |
"qnn_dlc": {
|
| 38 |
"tool_versions": {
|
| 39 |
"qairt": "2.45.0.260326154327"
|
| 40 |
},
|
| 41 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplabv3_plus_mobilenet/releases/v0.
|
| 42 |
},
|
| 43 |
"onnx": {
|
| 44 |
"tool_versions": {
|
| 45 |
"qairt": "2.42.0.251225135753_193295",
|
| 46 |
"onnx_runtime": "1.24.3"
|
| 47 |
},
|
| 48 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplabv3_plus_mobilenet/releases/v0.
|
| 49 |
}
|
| 50 |
}
|
| 51 |
},
|
|
@@ -55,14 +55,14 @@
|
|
| 55 |
"tool_versions": {
|
| 56 |
"qairt": "2.45.0.260326154327"
|
| 57 |
},
|
| 58 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplabv3_plus_mobilenet/releases/v0.
|
| 59 |
},
|
| 60 |
"onnx": {
|
| 61 |
"tool_versions": {
|
| 62 |
"qairt": "2.42.0.251225135753_193295",
|
| 63 |
"onnx_runtime": "1.24.3"
|
| 64 |
},
|
| 65 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplabv3_plus_mobilenet/releases/v0.
|
| 66 |
}
|
| 67 |
}
|
| 68 |
}
|
|
|
|
| 1 |
{
|
| 2 |
+
"version": "0.53.0",
|
| 3 |
"precisions": {
|
| 4 |
"float": {
|
| 5 |
"universal_assets": {
|
| 6 |
"tflite": {
|
| 7 |
"tool_versions": {
|
| 8 |
"qairt": "2.45.0.260326154327",
|
| 9 |
+
"litert": "1.4.3"
|
| 10 |
},
|
| 11 |
+
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplabv3_plus_mobilenet/releases/v0.53.0/deeplabv3_plus_mobilenet-tflite-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/deeplabv3_plus_mobilenet/releases/v0.53.0/deeplabv3_plus_mobilenet-qnn_dlc-float.zip"
|
| 18 |
},
|
| 19 |
"onnx": {
|
| 20 |
"tool_versions": {
|
| 21 |
"qairt": "2.42.0.251225135753_193295",
|
| 22 |
"onnx_runtime": "1.24.3"
|
| 23 |
},
|
| 24 |
+
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplabv3_plus_mobilenet/releases/v0.53.0/deeplabv3_plus_mobilenet-onnx-float.zip"
|
| 25 |
}
|
| 26 |
}
|
| 27 |
},
|
|
|
|
| 30 |
"tflite": {
|
| 31 |
"tool_versions": {
|
| 32 |
"qairt": "2.45.0.260326154327",
|
| 33 |
+
"litert": "1.4.3"
|
| 34 |
},
|
| 35 |
+
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplabv3_plus_mobilenet/releases/v0.53.0/deeplabv3_plus_mobilenet-tflite-w8a8.zip"
|
| 36 |
},
|
| 37 |
"qnn_dlc": {
|
| 38 |
"tool_versions": {
|
| 39 |
"qairt": "2.45.0.260326154327"
|
| 40 |
},
|
| 41 |
+
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplabv3_plus_mobilenet/releases/v0.53.0/deeplabv3_plus_mobilenet-qnn_dlc-w8a8.zip"
|
| 42 |
},
|
| 43 |
"onnx": {
|
| 44 |
"tool_versions": {
|
| 45 |
"qairt": "2.42.0.251225135753_193295",
|
| 46 |
"onnx_runtime": "1.24.3"
|
| 47 |
},
|
| 48 |
+
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplabv3_plus_mobilenet/releases/v0.53.0/deeplabv3_plus_mobilenet-onnx-w8a8.zip"
|
| 49 |
}
|
| 50 |
}
|
| 51 |
},
|
|
|
|
| 55 |
"tool_versions": {
|
| 56 |
"qairt": "2.45.0.260326154327"
|
| 57 |
},
|
| 58 |
+
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplabv3_plus_mobilenet/releases/v0.53.0/deeplabv3_plus_mobilenet-qnn_dlc-w8a16.zip"
|
| 59 |
},
|
| 60 |
"onnx": {
|
| 61 |
"tool_versions": {
|
| 62 |
"qairt": "2.42.0.251225135753_193295",
|
| 63 |
"onnx_runtime": "1.24.3"
|
| 64 |
},
|
| 65 |
+
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplabv3_plus_mobilenet/releases/v0.53.0/deeplabv3_plus_mobilenet-onnx-w8a16.zip"
|
| 66 |
}
|
| 67 |
}
|
| 68 |
}
|