v0.53.0
Browse filesSee https://github.com/qualcomm/ai-hub-models/releases/v0.53.0 for changelog.
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README.md
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| Runtime | Precision | Chipset | SDK Versions | Download |
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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/swin_base/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/swin_base/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/swin_base/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/swin_base/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/swin_base/releases/v0.
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For more device-specific assets and performance metrics, visit **[Swin-Base on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/swin_base)**.
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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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| Swin-Base | ONNX | float | Snapdragon® 8 Elite
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| Swin-Base | ONNX | float | Snapdragon® X2 Elite |
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| Swin-Base | ONNX | float | Snapdragon® X Elite |
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| Swin-Base | ONNX | float | Snapdragon®
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| Swin-Base | ONNX | float |
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| Swin-Base | ONNX | float | Qualcomm®
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| Swin-Base | ONNX | float |
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| Swin-Base | ONNX |
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| Swin-Base | ONNX | w8a16 | Snapdragon®
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| Swin-Base | ONNX | w8a16 | Snapdragon®
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| Swin-Base | ONNX | w8a16 | Snapdragon®
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| Swin-Base | ONNX | w8a16 |
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| Swin-Base | ONNX | w8a16 |
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| Swin-Base | ONNX | w8a16 |
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| Swin-Base | ONNX | w8a16 | Qualcomm®
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| Swin-Base | ONNX | w8a16 |
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| Swin-Base | ONNX | w8a16 |
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| Swin-Base |
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| Swin-Base |
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| Swin-Base | QNN_DLC | float |
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| Swin-Base | QNN_DLC | float |
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| Swin-Base | QNN_DLC | float |
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| Swin-Base | QNN_DLC | float |
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| Swin-Base | QNN_DLC | float |
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| Swin-Base | QNN_DLC | float |
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| Swin-Base | QNN_DLC | float | Qualcomm®
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| Swin-Base | QNN_DLC | float |
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| Swin-Base | QNN_DLC |
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| Swin-Base | QNN_DLC |
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| Swin-Base | QNN_DLC |
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| Swin-Base | QNN_DLC |
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| Swin-Base | QNN_DLC |
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| Swin-Base | QNN_DLC |
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| Swin-Base | QNN_DLC |
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| Swin-Base | QNN_DLC |
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| Swin-Base | QNN_DLC | w8a16 |
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| Swin-Base | QNN_DLC | w8a16 |
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| Swin-Base | QNN_DLC | w8a16 | Snapdragon®
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| Swin-Base | QNN_DLC | w8a16 | Snapdragon®
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| Swin-Base |
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| Swin-Base |
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| Swin-Base |
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| Swin-Base |
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| Swin-Base |
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| Swin-Base |
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| Swin-Base |
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| Swin-Base |
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| Swin-Base |
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## License
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* The license for the original implementation of Swin-Base 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/swin_base/releases/v0.53.0/swin_base-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/swin_base/releases/v0.53.0/swin_base-onnx-w8a16.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/swin_base/releases/v0.53.0/swin_base-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/swin_base/releases/v0.53.0/swin_base-qnn_dlc-w8a16.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/swin_base/releases/v0.53.0/swin_base-tflite-float.zip)
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For more device-specific assets and performance metrics, visit **[Swin-Base on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/swin_base)**.
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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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| Swin-Base | ONNX | float | Snapdragon® 8 Elite Mobile | 9.783 ms | 0 - 511 MB | NPU
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| Swin-Base | ONNX | float | Snapdragon® X2 Elite | 8.376 ms | 175 - 175 MB | NPU
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| Swin-Base | ONNX | float | Snapdragon® X Elite | 19.682 ms | 174 - 174 MB | NPU
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| Swin-Base | ONNX | float | Snapdragon® X Elite | 19.682 ms | 174 - 174 MB | NPU
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| Swin-Base | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 13.052 ms | 1 - 608 MB | NPU
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| Swin-Base | ONNX | float | Qualcomm® QCS8550 (Proxy) | 18.905 ms | 0 - 196 MB | NPU
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| Swin-Base | ONNX | float | Qualcomm® QCS9075 | 24.452 ms | 0 - 4 MB | NPU
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| Swin-Base | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 9.783 ms | 0 - 511 MB | NPU
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| Swin-Base | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 6.969 ms | 0 - 448 MB | NPU
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| Swin-Base | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 8.785 ms | 0 - 424 MB | NPU
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| Swin-Base | ONNX | w8a16 | Snapdragon® X2 Elite | 7.518 ms | 92 - 92 MB | NPU
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| Swin-Base | ONNX | w8a16 | Snapdragon® X Elite | 17.605 ms | 91 - 91 MB | NPU
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| Swin-Base | ONNX | w8a16 | Snapdragon® X Elite | 17.605 ms | 91 - 91 MB | NPU
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| Swin-Base | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 11.385 ms | 0 - 554 MB | NPU
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| Swin-Base | ONNX | w8a16 | Qualcomm® QCS6490 | 1114.666 ms | 62 - 92 MB | CPU
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| Swin-Base | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 16.751 ms | 0 - 112 MB | NPU
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| Swin-Base | ONNX | w8a16 | Qualcomm® QCS9075 | 20.874 ms | 0 - 3 MB | NPU
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| Swin-Base | ONNX | w8a16 | Qualcomm® QCM6690 | 627.859 ms | 129 - 151 MB | CPU
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| Swin-Base | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 8.785 ms | 0 - 424 MB | NPU
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| Swin-Base | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 592.566 ms | 129 - 151 MB | CPU
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| Swin-Base | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 592.566 ms | 129 - 151 MB | CPU
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| Swin-Base | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.47 ms | 0 - 382 MB | NPU
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| Swin-Base | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 9.436 ms | 1 - 367 MB | NPU
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| Swin-Base | QNN_DLC | float | Snapdragon® X2 Elite | 8.502 ms | 1 - 1 MB | NPU
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| Swin-Base | QNN_DLC | float | Snapdragon® X Elite | 19.192 ms | 1 - 1 MB | NPU
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| Swin-Base | QNN_DLC | float | Snapdragon® X Elite | 19.192 ms | 1 - 1 MB | NPU
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| Swin-Base | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 12.479 ms | 1 - 516 MB | NPU
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| Swin-Base | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 53.592 ms | 1 - 362 MB | NPU
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| Swin-Base | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 18.311 ms | 1 - 3 MB | NPU
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| Swin-Base | QNN_DLC | float | Qualcomm® SA8775P | 21.395 ms | 1 - 362 MB | NPU
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| Swin-Base | QNN_DLC | float | Qualcomm® SA8775P | 21.395 ms | 1 - 362 MB | NPU
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| Swin-Base | QNN_DLC | float | Qualcomm® SA8775P | 21.395 ms | 1 - 362 MB | NPU
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| Swin-Base | QNN_DLC | float | Qualcomm® QCS9075 | 23.163 ms | 1 - 3 MB | NPU
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| Swin-Base | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 29.14 ms | 0 - 505 MB | NPU
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| Swin-Base | QNN_DLC | float | Qualcomm® SA7255P | 53.592 ms | 1 - 362 MB | NPU
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| Swin-Base | QNN_DLC | float | Qualcomm® SA8295P | 27.604 ms | 1 - 353 MB | NPU
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| Swin-Base | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 9.436 ms | 1 - 367 MB | NPU
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| Swin-Base | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 7.551 ms | 0 - 417 MB | NPU
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| Swin-Base | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 9.55 ms | 0 - 403 MB | NPU
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| Swin-Base | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 8.499 ms | 0 - 0 MB | NPU
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| Swin-Base | QNN_DLC | w8a16 | Snapdragon® X Elite | 20.301 ms | 0 - 0 MB | NPU
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| Swin-Base | QNN_DLC | w8a16 | Snapdragon® X Elite | 20.301 ms | 0 - 0 MB | NPU
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| Swin-Base | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 12.711 ms | 0 - 505 MB | NPU
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| Swin-Base | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 35.258 ms | 0 - 411 MB | NPU
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| Swin-Base | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 19.096 ms | 0 - 2 MB | NPU
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| Swin-Base | QNN_DLC | w8a16 | Qualcomm® SA8775P | 19.527 ms | 0 - 410 MB | NPU
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| Swin-Base | QNN_DLC | w8a16 | Qualcomm® SA8775P | 19.527 ms | 0 - 410 MB | NPU
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| Swin-Base | QNN_DLC | w8a16 | Qualcomm® SA8775P | 19.527 ms | 0 - 410 MB | NPU
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| Swin-Base | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 22.729 ms | 0 - 2 MB | NPU
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| Swin-Base | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 119.37 ms | 0 - 914 MB | NPU
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| Swin-Base | QNN_DLC | w8a16 | Qualcomm® SA7255P | 35.258 ms | 0 - 411 MB | NPU
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| Swin-Base | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 9.55 ms | 0 - 403 MB | NPU
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| Swin-Base | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 21.566 ms | 0 - 588 MB | NPU
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| Swin-Base | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 21.566 ms | 0 - 588 MB | NPU
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| Swin-Base | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.881 ms | 0 - 393 MB | NPU
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| Swin-Base | TFLITE | float | Snapdragon® 8 Elite Mobile | 9.681 ms | 0 - 379 MB | NPU
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| Swin-Base | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 12.779 ms | 0 - 1043 MB | NPU
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| Swin-Base | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 53.453 ms | 0 - 709 MB | NPU
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| Swin-Base | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 18.916 ms | 0 - 4 MB | NPU
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| Swin-Base | TFLITE | float | Qualcomm® SA8775P | 21.917 ms | 0 - 375 MB | NPU
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| Swin-Base | TFLITE | float | Qualcomm® SA8775P | 21.917 ms | 0 - 375 MB | NPU
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| Swin-Base | TFLITE | float | Qualcomm® SA8775P | 21.917 ms | 0 - 375 MB | NPU
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| Swin-Base | TFLITE | float | Qualcomm® QCS9075 | 23.89 ms | 0 - 178 MB | NPU
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| Swin-Base | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 29.021 ms | 0 - 509 MB | NPU
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| Swin-Base | TFLITE | float | Qualcomm® SA7255P | 53.453 ms | 0 - 709 MB | NPU
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| Swin-Base | TFLITE | float | Qualcomm® SA8295P | 28.384 ms | 0 - 371 MB | NPU
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| Swin-Base | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 9.681 ms | 0 - 379 MB | NPU
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## License
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* The license for the original implementation of Swin-Base can be found
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release_assets.json
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{
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"version": "0.
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"precisions": {
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"
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"universal_assets": {
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"qnn_dlc": {
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"tool_versions": {
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"qairt": "2.45.0.260326154327"
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/swin_base/releases/v0.
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},
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"onnx": {
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"tool_versions": {
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"qairt": "2.42.0.251225135753_193295",
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"onnx_runtime": "1.24.3"
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/swin_base/releases/v0.
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}
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}
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"
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"universal_assets": {
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"litert": "1.4.2"
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/swin_base/releases/v0.52.0/swin_base-tflite-float.zip"
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},
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"qnn_dlc": {
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"tool_versions": {
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"qairt": "2.45.0.260326154327"
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/swin_base/releases/v0.
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},
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"onnx": {
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"tool_versions": {
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"qairt": "2.42.0.251225135753_193295",
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"onnx_runtime": "1.24.3"
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/swin_base/releases/v0.
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}
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}
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}
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{
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"version": "0.53.0",
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"precisions": {
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"float": {
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"universal_assets": {
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"tflite": {
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"tool_versions": {
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"qairt": "2.45.0.260326154327",
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"litert": "1.4.3"
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/swin_base/releases/v0.53.0/swin_base-tflite-float.zip"
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},
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"qnn_dlc": {
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"tool_versions": {
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"qairt": "2.45.0.260326154327"
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/swin_base/releases/v0.53.0/swin_base-qnn_dlc-float.zip"
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},
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"onnx": {
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"tool_versions": {
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"qairt": "2.42.0.251225135753_193295",
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"onnx_runtime": "1.24.3"
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/swin_base/releases/v0.53.0/swin_base-onnx-float.zip"
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}
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}
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},
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"w8a16": {
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"universal_assets": {
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"qnn_dlc": {
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"tool_versions": {
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"qairt": "2.45.0.260326154327"
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},
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| 34 |
+
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/swin_base/releases/v0.53.0/swin_base-qnn_dlc-w8a16.zip"
|
| 35 |
},
|
| 36 |
"onnx": {
|
| 37 |
"tool_versions": {
|
| 38 |
"qairt": "2.42.0.251225135753_193295",
|
| 39 |
"onnx_runtime": "1.24.3"
|
| 40 |
},
|
| 41 |
+
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/swin_base/releases/v0.53.0/swin_base-onnx-w8a16.zip"
|
| 42 |
}
|
| 43 |
}
|
| 44 |
}
|