v0.51.0
Browse filesSee https://github.com/qualcomm/ai-hub-models/releases/v0.51.0 for changelog.
- README.md +71 -71
- release_assets.json +53 -1
README.md
CHANGED
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@@ -29,12 +29,12 @@ 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 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet18/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/resnet18/releases/v0.
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| QNN_DLC | float | 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 **[ResNet18 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/resnet18)**.
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@@ -64,73 +64,73 @@ See our repository for [ResNet18 on GitHub](https://github.com/qualcomm/ai-hub-m
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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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| 67 |
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| ResNet18 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.
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| 68 |
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| ResNet18 | ONNX | float | Snapdragon® X2 Elite | 0.
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| 69 |
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| ResNet18 | ONNX | float | Snapdragon® X Elite | 1.
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| 70 |
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| ResNet18 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.
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| 71 |
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| ResNet18 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.
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| 72 |
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| ResNet18 | ONNX | float | Qualcomm® QCS9075 | 1.
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| ResNet18 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.626 ms | 0 - 20 MB | NPU
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| 74 |
-
| ResNet18 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.
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| ResNet18 | ONNX | w8a8 | Snapdragon® X2 Elite | 0.
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| 76 |
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| ResNet18 | ONNX | w8a8 | Snapdragon® X Elite | 0.
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| 77 |
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| ResNet18 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.
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| 78 |
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| ResNet18 | ONNX | w8a8 | Qualcomm® QCS6490 | 13.
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| 79 |
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| ResNet18 | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.
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| 80 |
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| ResNet18 | ONNX | w8a8 | Qualcomm® QCS9075 | 0.
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| 81 |
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| ResNet18 | ONNX | w8a8 | Qualcomm® QCM6690 | 11.
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| 82 |
-
| ResNet18 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.
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| 83 |
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| ResNet18 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 8.
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| 84 |
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| ResNet18 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.
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| 85 |
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| ResNet18 | QNN_DLC | float | Snapdragon® X2 Elite | 0.
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| 86 |
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| ResNet18 | QNN_DLC | float | Snapdragon® X Elite | 1.
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| 87 |
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| ResNet18 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.
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| 88 |
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| ResNet18 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 5.
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| 89 |
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| ResNet18 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.
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| 90 |
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| ResNet18 | QNN_DLC | float | Qualcomm® SA8775P | 1.
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| 91 |
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| ResNet18 | QNN_DLC | float | Qualcomm® QCS9075 | 2.
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| 92 |
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| ResNet18 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 2.
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| 93 |
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| ResNet18 | QNN_DLC | float | Qualcomm® SA7255P | 5.
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| 94 |
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| ResNet18 | QNN_DLC | float | Qualcomm® SA8295P | 2.
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| 95 |
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| ResNet18 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.
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| 96 |
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| ResNet18 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.
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| 97 |
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| ResNet18 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.
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| 98 |
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| ResNet18 | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.
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| 99 |
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| ResNet18 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.
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| 100 |
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| ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 1.
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| 101 |
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| ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.
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| 102 |
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| ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.
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| 103 |
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| ResNet18 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.
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| 104 |
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| ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.
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| 105 |
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| ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 3.
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| 106 |
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| ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.
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| 107 |
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| ResNet18 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 1.
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| 108 |
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| ResNet18 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.
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| 109 |
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| ResNet18 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.
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| 110 |
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| ResNet18 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.
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| ResNet18 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.585 ms | 0 - 30 MB | NPU
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| ResNet18 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.
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| 113 |
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| ResNet18 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 5.
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| 114 |
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| ResNet18 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.
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| 115 |
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| ResNet18 | TFLITE | float | Qualcomm® SA8775P | 1.
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| 116 |
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| ResNet18 | TFLITE | float | Qualcomm® QCS9075 | 2.
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| 117 |
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| ResNet18 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 2.
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| 118 |
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| ResNet18 | TFLITE | float | Qualcomm® SA7255P | 5.
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| 119 |
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| ResNet18 | TFLITE | float | Qualcomm® SA8295P | 2.
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| 120 |
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| ResNet18 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.
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| 121 |
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| ResNet18 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.
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| 122 |
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| ResNet18 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.
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| 123 |
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| ResNet18 | TFLITE | w8a8 | Qualcomm® QCS6490 | 1.
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| 124 |
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| ResNet18 | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.
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| 125 |
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| ResNet18 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.
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| 126 |
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| ResNet18 | TFLITE | w8a8 | Qualcomm® SA8775P | 0.
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| 127 |
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| ResNet18 | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.
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| 128 |
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| ResNet18 | TFLITE | w8a8 | Qualcomm® QCM6690 | 2.
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| 129 |
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| ResNet18 | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.
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| 130 |
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| ResNet18 | TFLITE | w8a8 | Qualcomm® SA7255P | 1.
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| 131 |
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| ResNet18 | TFLITE | w8a8 | Qualcomm® SA8295P | 0.
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| 132 |
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| ResNet18 | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.
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| 133 |
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| ResNet18 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.
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## License
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| 136 |
* The license for the original implementation of ResNet18 can be found
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| Runtime | Precision | Chipset | SDK Versions | Download |
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| 31 |
|---|---|---|---|---|
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| 32 |
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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/resnet18/releases/v0.51.0/resnet18-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/resnet18/releases/v0.51.0/resnet18-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/resnet18/releases/v0.51.0/resnet18-qnn_dlc-float.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/resnet18/releases/v0.51.0/resnet18-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/resnet18/releases/v0.51.0/resnet18-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/resnet18/releases/v0.51.0/resnet18-tflite-w8a8.zip)
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For more device-specific assets and performance metrics, visit **[ResNet18 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/resnet18)**.
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## Performance Summary
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| 65 |
| Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
|
| 66 |
|---|---|---|---|---|---|---
|
| 67 |
+
| ResNet18 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.556 ms | 1 - 26 MB | NPU
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| 68 |
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| ResNet18 | ONNX | float | Snapdragon® X2 Elite | 0.58 ms | 23 - 23 MB | NPU
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| 69 |
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| ResNet18 | ONNX | float | Snapdragon® X Elite | 1.164 ms | 22 - 22 MB | NPU
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| 70 |
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| ResNet18 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.772 ms | 0 - 35 MB | NPU
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| 71 |
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| ResNet18 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.079 ms | 0 - 26 MB | NPU
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| 72 |
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| ResNet18 | ONNX | float | Qualcomm® QCS9075 | 1.8 ms | 1 - 3 MB | NPU
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| ResNet18 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.626 ms | 0 - 20 MB | NPU
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| ResNet18 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.347 ms | 0 - 27 MB | NPU
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| ResNet18 | ONNX | w8a8 | Snapdragon® X2 Elite | 0.274 ms | 11 - 11 MB | NPU
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| 76 |
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| ResNet18 | ONNX | w8a8 | Snapdragon® X Elite | 0.623 ms | 11 - 11 MB | NPU
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| 77 |
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| ResNet18 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.415 ms | 0 - 48 MB | NPU
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| ResNet18 | ONNX | w8a8 | Qualcomm® QCS6490 | 13.732 ms | 6 - 20 MB | CPU
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| ResNet18 | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.555 ms | 0 - 2 MB | NPU
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| 80 |
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| ResNet18 | ONNX | w8a8 | Qualcomm® QCS9075 | 0.643 ms | 0 - 3 MB | NPU
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| 81 |
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| ResNet18 | ONNX | w8a8 | Qualcomm® QCM6690 | 11.375 ms | 8 - 15 MB | CPU
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| ResNet18 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.361 ms | 0 - 22 MB | NPU
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| ResNet18 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 8.694 ms | 7 - 15 MB | CPU
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| 84 |
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| ResNet18 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.592 ms | 1 - 27 MB | NPU
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| 85 |
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| ResNet18 | QNN_DLC | float | Snapdragon® X2 Elite | 0.659 ms | 1 - 1 MB | NPU
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| 86 |
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| ResNet18 | QNN_DLC | float | Snapdragon® X Elite | 1.45 ms | 1 - 1 MB | NPU
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| 87 |
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| ResNet18 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.909 ms | 0 - 35 MB | NPU
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| 88 |
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| ResNet18 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 5.87 ms | 1 - 24 MB | NPU
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| 89 |
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| ResNet18 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.323 ms | 1 - 2 MB | NPU
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| 90 |
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| ResNet18 | QNN_DLC | float | Qualcomm® SA8775P | 1.946 ms | 1 - 26 MB | NPU
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| 91 |
+
| ResNet18 | QNN_DLC | float | Qualcomm® QCS9075 | 2.063 ms | 1 - 3 MB | NPU
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| 92 |
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| ResNet18 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 2.436 ms | 0 - 34 MB | NPU
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| 93 |
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| ResNet18 | QNN_DLC | float | Qualcomm® SA7255P | 5.87 ms | 1 - 24 MB | NPU
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| 94 |
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| ResNet18 | QNN_DLC | float | Qualcomm® SA8295P | 2.308 ms | 0 - 20 MB | NPU
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| 95 |
+
| ResNet18 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.714 ms | 1 - 28 MB | NPU
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| 96 |
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| ResNet18 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.276 ms | 0 - 26 MB | NPU
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| 97 |
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| ResNet18 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.312 ms | 0 - 0 MB | NPU
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| 98 |
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| ResNet18 | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.614 ms | 0 - 0 MB | NPU
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| 99 |
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| ResNet18 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.42 ms | 0 - 47 MB | NPU
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| 100 |
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| ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 1.806 ms | 2 - 4 MB | NPU
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| 101 |
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| ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.331 ms | 0 - 23 MB | NPU
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| 102 |
+
| ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.534 ms | 0 - 1 MB | NPU
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| 103 |
+
| ResNet18 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.718 ms | 0 - 25 MB | NPU
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| 104 |
+
| ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.617 ms | 2 - 4 MB | NPU
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| 105 |
+
| ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 3.241 ms | 0 - 32 MB | NPU
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| 106 |
+
| ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.742 ms | 0 - 49 MB | NPU
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| 107 |
+
| ResNet18 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 1.331 ms | 0 - 23 MB | NPU
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| 108 |
+
| ResNet18 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.952 ms | 0 - 22 MB | NPU
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| 109 |
+
| ResNet18 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.313 ms | 0 - 23 MB | NPU
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| 110 |
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| ResNet18 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.681 ms | 0 - 31 MB | NPU
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| 111 |
| ResNet18 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.585 ms | 0 - 30 MB | NPU
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| 112 |
+
| ResNet18 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.921 ms | 0 - 55 MB | NPU
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| 113 |
+
| ResNet18 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 5.814 ms | 0 - 27 MB | NPU
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| 114 |
+
| ResNet18 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.322 ms | 0 - 2 MB | NPU
|
| 115 |
+
| ResNet18 | TFLITE | float | Qualcomm® SA8775P | 1.938 ms | 0 - 27 MB | NPU
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| 116 |
+
| ResNet18 | TFLITE | float | Qualcomm® QCS9075 | 2.04 ms | 0 - 25 MB | NPU
|
| 117 |
+
| ResNet18 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 2.461 ms | 0 - 55 MB | NPU
|
| 118 |
+
| ResNet18 | TFLITE | float | Qualcomm® SA7255P | 5.814 ms | 0 - 27 MB | NPU
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| 119 |
+
| ResNet18 | TFLITE | float | Qualcomm® SA8295P | 2.272 ms | 0 - 22 MB | NPU
|
| 120 |
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| ResNet18 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.711 ms | 0 - 31 MB | NPU
|
| 121 |
+
| ResNet18 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.228 ms | 0 - 26 MB | NPU
|
| 122 |
+
| ResNet18 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.298 ms | 0 - 48 MB | NPU
|
| 123 |
+
| ResNet18 | TFLITE | w8a8 | Qualcomm® QCS6490 | 1.509 ms | 0 - 13 MB | NPU
|
| 124 |
+
| ResNet18 | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.035 ms | 0 - 23 MB | NPU
|
| 125 |
+
| ResNet18 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.38 ms | 0 - 2 MB | NPU
|
| 126 |
+
| ResNet18 | TFLITE | w8a8 | Qualcomm® SA8775P | 0.561 ms | 0 - 25 MB | NPU
|
| 127 |
+
| ResNet18 | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.473 ms | 0 - 13 MB | NPU
|
| 128 |
+
| ResNet18 | TFLITE | w8a8 | Qualcomm® QCM6690 | 2.808 ms | 0 - 32 MB | NPU
|
| 129 |
+
| ResNet18 | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.604 ms | 0 - 48 MB | NPU
|
| 130 |
+
| ResNet18 | TFLITE | w8a8 | Qualcomm® SA7255P | 1.035 ms | 0 - 23 MB | NPU
|
| 131 |
+
| ResNet18 | TFLITE | w8a8 | Qualcomm® SA8295P | 0.76 ms | 0 - 21 MB | NPU
|
| 132 |
+
| ResNet18 | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.262 ms | 0 - 27 MB | NPU
|
| 133 |
+
| ResNet18 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.546 ms | 0 - 31 MB | NPU
|
| 134 |
|
| 135 |
## License
|
| 136 |
* The license for the original implementation of ResNet18 can be found
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release_assets.json
CHANGED
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{
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{
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"version": "0.51.0",
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+
"precisions": {
|
| 4 |
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"w8a8": {
|
| 5 |
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"universal_assets": {
|
| 6 |
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"tflite": {
|
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"tool_versions": {
|
| 8 |
+
"qairt": "2.45.0.260326154327",
|
| 9 |
+
"litert": "1.4.2"
|
| 10 |
+
},
|
| 11 |
+
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet18/releases/v0.51.0/resnet18-tflite-w8a8.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/resnet18/releases/v0.51.0/resnet18-qnn_dlc-w8a8.zip"
|
| 18 |
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| 19 |
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|
| 20 |
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| 21 |
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| 22 |
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| 23 |
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| 24 |
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|
| 25 |
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| 26 |
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|
| 27 |
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|
| 28 |
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|
| 29 |
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|
| 30 |
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|
| 31 |
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| 32 |
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| 34 |
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| 35 |
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| 36 |
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| 37 |
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| 38 |
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| 39 |
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| 40 |
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| 41 |
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|
| 42 |
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| 43 |
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|
| 44 |
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|
| 45 |
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| 46 |
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| 47 |
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| 48 |
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|
| 49 |
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|
| 50 |
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|
| 51 |
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|
| 52 |
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|
| 53 |
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