v0.50.2
Browse filesSee https://github.com/qualcomm/ai-hub-models/releases/v0.50.2 for changelog.
- README.md +71 -70
- release_assets.json +1 -1
README.md
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@@ -28,12 +28,12 @@ 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.
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| ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.
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| QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet_3d/releases/v0.50.
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| QNN_DLC | w8a8 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet_3d/releases/v0.50.
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| TFLITE | float | Universal | QAIRT 2.43, TFLite 2.
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| TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.
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For more device-specific assets and performance metrics, visit **[ResNet-3D on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/resnet_3d)**.
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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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| ResNet-3D | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 6.
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| ResNet-3D | ONNX | float | Snapdragon® X2 Elite | 7.
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| ResNet-3D | ONNX | float | Snapdragon® X Elite | 13.
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| ResNet-3D | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 9.
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| ResNet-3D | ONNX | float | Qualcomm® QCS8550 (Proxy) | 13.194 ms | 0 -
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| ResNet-3D | ONNX | float | Qualcomm® QCS9075 | 25.
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| ResNet-3D | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 7.
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| ResNet-3D | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.
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| ResNet-3D | ONNX | w8a8 | Snapdragon® X2 Elite | 2.219 ms | 33 - 33 MB | NPU
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| ResNet-3D | ONNX | w8a8 | Snapdragon® X Elite | 4.
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| ResNet-3D | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 3.
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| ResNet-3D | ONNX | w8a8 | Qualcomm® QCS6490 |
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| ResNet-3D | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 4.
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| ResNet-3D | ONNX | w8a8 | Qualcomm® QCS9075 | 4.
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| ResNet-3D | ONNX | w8a8 | Qualcomm® QCM6690 |
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| ResNet-3D | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 2.
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| ResNet-3D | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile |
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| ResNet-3D | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.
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| ResNet-3D | QNN_DLC | float | Snapdragon® X2 Elite | 7.
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| ResNet-3D | QNN_DLC | float | Snapdragon® X Elite | 14.
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| ResNet-3D | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 9.
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| ResNet-3D | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 91.
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| ResNet-3D | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 13.
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| ResNet-3D | QNN_DLC | float | Qualcomm® SA8775P |
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| ResNet-3D | QNN_DLC | float | Qualcomm® QCS9075 | 26.
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| ResNet-3D | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 28.
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| ResNet-3D | QNN_DLC | float | Qualcomm® SA7255P | 91.
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| ResNet-3D | QNN_DLC | float | Qualcomm® SA8295P | 26.
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| ResNet-3D | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 7.
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| ResNet-3D | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.
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| ResNet-3D | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 2.
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| ResNet-3D | QNN_DLC | w8a8 | Snapdragon® X Elite | 4.
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| ResNet-3D | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 3.
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| ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 19.
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| ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 14.
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| ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 4.
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| ResNet-3D | QNN_DLC | w8a8 | Qualcomm® SA8775P | 4.
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| ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 4.836 ms | 1 - 3 MB | NPU
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| ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCM6690 |
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| ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) |
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| ResNet-3D | QNN_DLC | w8a8 | Qualcomm® SA7255P | 14.
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| 107 |
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| ResNet-3D | QNN_DLC | w8a8 | Qualcomm® SA8295P | 8.
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| ResNet-3D | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 2.
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| ResNet-3D | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 7.782 ms | 1 -
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| ResNet-3D | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile |
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| ResNet-3D | TFLITE | float | Snapdragon® 8 Gen 3 Mobile |
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| ResNet-3D | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 555.
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| ResNet-3D | TFLITE | float | Qualcomm® QCS8550 (Proxy) |
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| ResNet-3D | TFLITE | float | Qualcomm® SA8775P | 277.
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| ResNet-3D | TFLITE | float | Qualcomm® QCS9075 |
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| ResNet-3D | TFLITE | float | Qualcomm® QCS8450 (Proxy) |
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| ResNet-3D | TFLITE | float | Qualcomm® SA7255P | 555.
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| ResNet-3D | TFLITE | float | Qualcomm® SA8295P |
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| ResNet-3D | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile |
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| ResNet-3D | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile |
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| ResNet-3D | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile |
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| ResNet-3D | TFLITE | w8a8 | Qualcomm®
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| ResNet-3D | TFLITE | w8a8 | Qualcomm®
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| ResNet-3D | TFLITE | w8a8 | Qualcomm®
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| ResNet-3D | TFLITE | w8a8 | Qualcomm®
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| ResNet-3D | TFLITE | w8a8 | Qualcomm®
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| ResNet-3D | TFLITE | w8a8 | Qualcomm®
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| ResNet-3D | TFLITE | w8a8 | Qualcomm®
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| ResNet-3D | TFLITE | w8a8 | Qualcomm®
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| ResNet-3D | TFLITE | w8a8 |
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| ResNet-3D | TFLITE | w8a8 | Snapdragon®
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## License
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* The license for the original implementation of ResNet-3D 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/resnet_3d/releases/v0.50.2/resnet_3d-onnx-float.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/resnet_3d/releases/v0.50.2/resnet_3d-onnx-w8a8.zip)
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| QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet_3d/releases/v0.50.2/resnet_3d-qnn_dlc-float.zip)
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| QNN_DLC | w8a8 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet_3d/releases/v0.50.2/resnet_3d-qnn_dlc-w8a8.zip)
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| TFLITE | float | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet_3d/releases/v0.50.2/resnet_3d-tflite-float.zip)
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| TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet_3d/releases/v0.50.2/resnet_3d-tflite-w8a8.zip)
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For more device-specific assets and performance metrics, visit **[ResNet-3D on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/resnet_3d)**.
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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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| ResNet-3D | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 6.04 ms | 2 - 201 MB | NPU
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| 67 |
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| ResNet-3D | ONNX | float | Snapdragon® X2 Elite | 7.065 ms | 64 - 64 MB | NPU
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| 68 |
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| ResNet-3D | ONNX | float | Snapdragon® X Elite | 13.524 ms | 63 - 63 MB | NPU
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| ResNet-3D | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 9.632 ms | 0 - 255 MB | NPU
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| ResNet-3D | ONNX | float | Qualcomm® QCS8550 (Proxy) | 13.194 ms | 0 - 80 MB | NPU
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| ResNet-3D | ONNX | float | Qualcomm® QCS9075 | 25.967 ms | 2 - 7 MB | NPU
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| ResNet-3D | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 7.903 ms | 1 - 183 MB | NPU
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| ResNet-3D | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.969 ms | 0 - 174 MB | NPU
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| ResNet-3D | ONNX | w8a8 | Snapdragon® X2 Elite | 2.219 ms | 33 - 33 MB | NPU
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| ResNet-3D | ONNX | w8a8 | Snapdragon® X Elite | 4.786 ms | 32 - 32 MB | NPU
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| ResNet-3D | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 3.335 ms | 0 - 247 MB | NPU
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| ResNet-3D | ONNX | w8a8 | Qualcomm® QCS6490 | 267.778 ms | 56 - 137 MB | CPU
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| ResNet-3D | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 4.503 ms | 1 - 3 MB | NPU
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| ResNet-3D | ONNX | w8a8 | Qualcomm® QCS9075 | 4.737 ms | 0 - 3 MB | NPU
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| ResNet-3D | ONNX | w8a8 | Qualcomm® QCM6690 | 328.54 ms | 43 - 49 MB | CPU
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| ResNet-3D | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 2.76 ms | 0 - 183 MB | NPU
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| ResNet-3D | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 277.251 ms | 59 - 67 MB | CPU
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| ResNet-3D | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.656 ms | 2 - 209 MB | NPU
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| ResNet-3D | QNN_DLC | float | Snapdragon® X2 Elite | 7.137 ms | 2 - 2 MB | NPU
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| ResNet-3D | QNN_DLC | float | Snapdragon® X Elite | 14.11 ms | 2 - 2 MB | NPU
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| ResNet-3D | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 9.784 ms | 0 - 284 MB | NPU
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| ResNet-3D | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 91.631 ms | 0 - 212 MB | NPU
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| ResNet-3D | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 13.323 ms | 2 - 4 MB | NPU
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| ResNet-3D | QNN_DLC | float | Qualcomm® SA8775P | 24.044 ms | 1 - 198 MB | NPU
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| ResNet-3D | QNN_DLC | float | Qualcomm® QCS9075 | 26.862 ms | 2 - 6 MB | NPU
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| ResNet-3D | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 28.113 ms | 0 - 244 MB | NPU
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| ResNet-3D | QNN_DLC | float | Qualcomm® SA7255P | 91.631 ms | 0 - 212 MB | NPU
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| ResNet-3D | QNN_DLC | float | Qualcomm® SA8295P | 26.388 ms | 0 - 194 MB | NPU
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| ResNet-3D | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 7.826 ms | 2 - 218 MB | NPU
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| ResNet-3D | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.891 ms | 1 - 64 MB | NPU
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| ResNet-3D | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 2.47 ms | 1 - 1 MB | NPU
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| ResNet-3D | QNN_DLC | w8a8 | Snapdragon® X Elite | 4.858 ms | 1 - 1 MB | NPU
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| ResNet-3D | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 3.388 ms | 0 - 122 MB | NPU
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| ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 19.649 ms | 1 - 3 MB | NPU
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| ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 14.868 ms | 1 - 60 MB | NPU
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| ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 4.538 ms | 1 - 136 MB | NPU
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| ResNet-3D | QNN_DLC | w8a8 | Qualcomm® SA8775P | 4.631 ms | 1 - 60 MB | NPU
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| ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 4.836 ms | 1 - 3 MB | NPU
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| ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 91.01 ms | 1 - 184 MB | NPU
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| ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 6.227 ms | 0 - 124 MB | NPU
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| ResNet-3D | QNN_DLC | w8a8 | Qualcomm® SA7255P | 14.868 ms | 1 - 60 MB | NPU
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| 107 |
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| ResNet-3D | QNN_DLC | w8a8 | Qualcomm® SA8295P | 8.284 ms | 0 - 56 MB | NPU
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| ResNet-3D | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 2.671 ms | 0 - 178 MB | NPU
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| 109 |
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| ResNet-3D | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 7.782 ms | 1 - 169 MB | NPU
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| ResNet-3D | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 184.963 ms | 0 - 218 MB | NPU
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| 111 |
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| ResNet-3D | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 210.506 ms | 0 - 277 MB | NPU
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| 112 |
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| ResNet-3D | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 555.933 ms | 0 - 219 MB | NPU
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| 113 |
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| ResNet-3D | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 304.52 ms | 0 - 2 MB | NPU
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| 114 |
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| ResNet-3D | TFLITE | float | Qualcomm® SA8775P | 277.219 ms | 0 - 219 MB | NPU
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| 115 |
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| ResNet-3D | TFLITE | float | Qualcomm® QCS9075 | 299.951 ms | 0 - 69 MB | NPU
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| 116 |
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| ResNet-3D | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 304.922 ms | 1 - 276 MB | NPU
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| 117 |
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| ResNet-3D | TFLITE | float | Qualcomm® SA7255P | 555.933 ms | 0 - 219 MB | NPU
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| 118 |
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| ResNet-3D | TFLITE | float | Qualcomm® SA8295P | 335.242 ms | 0 - 213 MB | NPU
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| 119 |
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| ResNet-3D | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 202.33 ms | 0 - 219 MB | NPU
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| 120 |
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| ResNet-3D | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 166.104 ms | 0 - 303 MB | NPU
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| 121 |
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| ResNet-3D | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 192.525 ms | 0 - 323 MB | NPU
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| 122 |
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| ResNet-3D | TFLITE | w8a8 | Qualcomm® QCS6490 | 1743.476 ms | 695 - 1060 MB | NPU
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| 123 |
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| ResNet-3D | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 493.092 ms | 0 - 252 MB | NPU
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| 124 |
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| ResNet-3D | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 243.227 ms | 0 - 2 MB | NPU
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| 125 |
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| ResNet-3D | TFLITE | w8a8 | Qualcomm® SA8775P | 246.162 ms | 0 - 281 MB | NPU
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| 126 |
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| ResNet-3D | TFLITE | w8a8 | Qualcomm® QCS9075 | 211.203 ms | 0 - 67 MB | NPU
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| 127 |
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| ResNet-3D | TFLITE | w8a8 | Qualcomm® QCM6690 | 1455.678 ms | 660 - 817 MB | NPU
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| 128 |
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| ResNet-3D | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 267.093 ms | 0 - 321 MB | NPU
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| 129 |
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| ResNet-3D | TFLITE | w8a8 | Qualcomm® SA7255P | 493.092 ms | 0 - 252 MB | NPU
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| 130 |
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| ResNet-3D | TFLITE | w8a8 | Qualcomm® SA8295P | 256.386 ms | 0 - 253 MB | NPU
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| 131 |
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| ResNet-3D | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 135.925 ms | 0 - 252 MB | NPU
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| ResNet-3D | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1164.19 ms | 661 - 722 MB | NPU
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## License
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| 135 |
* The license for the original implementation of ResNet-3D can be found
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release_assets.json
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{"version":"0.50.
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{"version":"0.50.2","precisions":{"float":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet_3d/releases/v0.50.2/resnet_3d-onnx-float.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet_3d/releases/v0.50.2/resnet_3d-qnn_dlc-float.zip"},"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.19.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet_3d/releases/v0.50.2/resnet_3d-tflite-float.zip"}}},"w8a8":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet_3d/releases/v0.50.2/resnet_3d-onnx-w8a8.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet_3d/releases/v0.50.2/resnet_3d-qnn_dlc-w8a8.zip"},"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.19.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet_3d/releases/v0.50.2/resnet_3d-tflite-w8a8.zip"}}}}}
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