v0.54.0
Browse filesSee https://github.com/qualcomm/ai-hub-models/releases/v0.54.0 for changelog.
- README.md +41 -44
- release_assets.json +6 -6
README.md
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@@ -28,11 +28,11 @@ 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/mobile_vit/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/mobile_vit/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/mobile_vit/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/mobile_vit/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/mobile_vit/releases/v0.
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For more device-specific assets and performance metrics, visit **[Mobile-VIT on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/mobile_vit)**.
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| Mobile-VIT | ONNX | float | Snapdragon® X Elite | 4.782 ms | 12 - 12 MB | NPU
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| Mobile-VIT | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 3.029 ms | 0 - 99 MB | NPU
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| Mobile-VIT | ONNX | float | Qualcomm® QCS8550 (Proxy) | 4.385 ms | 0 - 17 MB | NPU
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| Mobile-VIT | ONNX | float | Qualcomm® QCS9075 | 5.204 ms | 1 - 4 MB | NPU
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| Mobile-VIT | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.456 ms | 0 - 78 MB | NPU
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| Mobile-VIT | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 2.324 ms | 0 - 103 MB | NPU
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| Mobile-VIT | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 2.743 ms | 0 - 110 MB | NPU
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| Mobile-VIT | ONNX | w8a16 | Snapdragon® X2 Elite | 2.473 ms | 6 - 6 MB | NPU
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@@ -79,57 +79,54 @@ See our repository for [Mobile-VIT on GitHub](https://github.com/qualcomm/ai-hub
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| Mobile-VIT | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 3.644 ms | 0 - 121 MB | NPU
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| Mobile-VIT | ONNX | w8a16 | Qualcomm® QCS6490 | 320.267 ms | 63 - 67 MB | CPU
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| Mobile-VIT | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 5.481 ms | 0 - 10 MB | NPU
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| Mobile-VIT | ONNX | w8a16 | Qualcomm® QCS9075 | 5.815 ms | 0 - 3 MB | NPU
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| Mobile-VIT | ONNX | w8a16 | Qualcomm® QCM6690 | 139.206 ms | 63 - 75 MB | CPU
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| Mobile-VIT | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 2.743 ms | 0 - 110 MB | NPU
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| Mobile-VIT | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 121.198 ms | 63 - 74 MB | CPU
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| Mobile-VIT | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 121.198 ms | 63 - 74 MB | CPU
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| Mobile-VIT | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.
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| Mobile-VIT | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 2.
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| Mobile-VIT | QNN_DLC | float | Snapdragon® X2 Elite | 2.
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| Mobile-VIT | QNN_DLC | float | Snapdragon® X Elite | 4.
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| Mobile-VIT | QNN_DLC | float | Snapdragon® X Elite | 4.
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| Mobile-VIT | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 2.
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| Mobile-VIT | QNN_DLC | float | Qualcomm®
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| Mobile-VIT | QNN_DLC | float | Qualcomm®
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| Mobile-VIT | QNN_DLC | float | Qualcomm® SA8775P | 5.
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| Mobile-VIT | QNN_DLC | float | Qualcomm® SA8775P | 5.
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| Mobile-VIT | QNN_DLC | float | Qualcomm®
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| Mobile-VIT | QNN_DLC | float | Qualcomm®
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| Mobile-VIT | QNN_DLC | float | Qualcomm®
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| Mobile-VIT | QNN_DLC | float |
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| Mobile-VIT | QNN_DLC | float | Qualcomm®
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| Mobile-VIT | QNN_DLC |
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| Mobile-VIT | QNN_DLC | w8a16 | Snapdragon® 8 Elite
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| Mobile-VIT | QNN_DLC | w8a16 | Snapdragon®
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| Mobile-VIT | QNN_DLC | w8a16 | Snapdragon®
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| Mobile-VIT | QNN_DLC | w8a16 | Snapdragon® X Elite | 4.
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| Mobile-VIT | QNN_DLC | w8a16 | Snapdragon®
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| Mobile-VIT | QNN_DLC | w8a16 |
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| Mobile-VIT | QNN_DLC | w8a16 | Qualcomm®
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| Mobile-VIT | QNN_DLC | w8a16 | Qualcomm®
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| Mobile-VIT | QNN_DLC | w8a16 | Qualcomm® SA8775P | 4.
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| Mobile-VIT | QNN_DLC | w8a16 | Qualcomm®
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| Mobile-VIT | QNN_DLC | w8a16 |
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| Mobile-VIT | QNN_DLC | w8a16 |
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| Mobile-VIT | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 18.
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| Mobile-VIT | QNN_DLC | w8a16 | Qualcomm®
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| Mobile-VIT | QNN_DLC | w8a16 | Snapdragon®
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| Mobile-VIT | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 4.858 ms | 0 - 217 MB | NPU
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| Mobile-VIT | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 4.858 ms | 0 - 217 MB | NPU
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| Mobile-VIT | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.974 ms | 0 - 77 MB | NPU
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| Mobile-VIT | TFLITE | float | Snapdragon® 8 Elite Mobile | 2.386 ms | 0 - 77 MB | NPU
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| Mobile-VIT | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 2.946 ms | 0 - 97 MB | NPU
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| Mobile-VIT | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 11.205 ms | 0 - 78 MB | NPU
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| Mobile-VIT | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 4.215 ms | 0 - 2 MB | NPU
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| Mobile-VIT | TFLITE | float | Qualcomm® SA8775P | 5.063 ms | 0 - 80 MB | NPU
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| Mobile-VIT | TFLITE | float | Qualcomm® SA8775P | 5.063 ms | 0 - 80 MB | NPU
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| Mobile-VIT | TFLITE | float | Qualcomm® SA8775P | 5.063 ms | 0 - 80 MB | NPU
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| Mobile-VIT | TFLITE | float | Qualcomm® QCS9075 | 4.976 ms | 0 - 15 MB | NPU
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| Mobile-VIT | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 6.424 ms | 0 - 98 MB | NPU
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| Mobile-VIT | TFLITE | float | Qualcomm® SA7255P | 11.205 ms | 0 - 78 MB | NPU
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| Mobile-VIT | TFLITE | float | Qualcomm® SA8295P | 7.407 ms | 0 - 64 MB | NPU
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| Mobile-VIT | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.386 ms | 0 - 77 MB | NPU
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## License
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* The license for the original implementation of Mobile-VIT can be found
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| Runtime | Precision | Chipset | SDK Versions | Download |
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|---|---|---|---|---|
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| 31 |
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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/mobile_vit/releases/v0.54.0/mobile_vit-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/mobile_vit/releases/v0.54.0/mobile_vit-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/mobile_vit/releases/v0.54.0/mobile_vit-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/mobile_vit/releases/v0.54.0/mobile_vit-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/mobile_vit/releases/v0.54.0/mobile_vit-tflite-float.zip)
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For more device-specific assets and performance metrics, visit **[Mobile-VIT on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/mobile_vit)**.
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| Mobile-VIT | ONNX | float | Snapdragon® X Elite | 4.782 ms | 12 - 12 MB | NPU
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| Mobile-VIT | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 3.029 ms | 0 - 99 MB | NPU
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| Mobile-VIT | ONNX | float | Qualcomm® QCS8550 (Proxy) | 4.385 ms | 0 - 17 MB | NPU
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| Mobile-VIT | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.456 ms | 0 - 78 MB | NPU
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| Mobile-VIT | ONNX | float | Qualcomm® QCS9075 | 5.204 ms | 1 - 4 MB | NPU
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| Mobile-VIT | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 2.324 ms | 0 - 103 MB | NPU
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| Mobile-VIT | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 2.743 ms | 0 - 110 MB | NPU
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| Mobile-VIT | ONNX | w8a16 | Snapdragon® X2 Elite | 2.473 ms | 6 - 6 MB | NPU
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| Mobile-VIT | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 3.644 ms | 0 - 121 MB | NPU
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| Mobile-VIT | ONNX | w8a16 | Qualcomm® QCS6490 | 320.267 ms | 63 - 67 MB | CPU
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| Mobile-VIT | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 5.481 ms | 0 - 10 MB | NPU
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| Mobile-VIT | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 2.743 ms | 0 - 110 MB | NPU
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| Mobile-VIT | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 121.198 ms | 63 - 74 MB | CPU
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| 84 |
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| Mobile-VIT | ONNX | w8a16 | Qualcomm® QCM6690 | 139.206 ms | 63 - 75 MB | CPU
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| 85 |
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| Mobile-VIT | ONNX | w8a16 | Qualcomm® QCS9075 | 5.815 ms | 0 - 3 MB | NPU
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| Mobile-VIT | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 121.198 ms | 63 - 74 MB | CPU
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| Mobile-VIT | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.976 ms | 1 - 61 MB | NPU
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| Mobile-VIT | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 2.383 ms | 1 - 60 MB | NPU
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| Mobile-VIT | QNN_DLC | float | Snapdragon® X2 Elite | 2.484 ms | 1 - 1 MB | NPU
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| Mobile-VIT | QNN_DLC | float | Snapdragon® X Elite | 4.623 ms | 1 - 1 MB | NPU
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| Mobile-VIT | QNN_DLC | float | Snapdragon® X Elite | 4.623 ms | 1 - 1 MB | NPU
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| Mobile-VIT | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 2.93 ms | 0 - 88 MB | NPU
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| Mobile-VIT | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 4.207 ms | 1 - 3 MB | NPU
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| Mobile-VIT | QNN_DLC | float | Qualcomm® SA8775P | 5.017 ms | 1 - 67 MB | NPU
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| Mobile-VIT | QNN_DLC | float | Qualcomm® SA8775P | 5.017 ms | 1 - 67 MB | NPU
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| Mobile-VIT | QNN_DLC | float | Qualcomm® SA8775P | 5.017 ms | 1 - 67 MB | NPU
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| Mobile-VIT | QNN_DLC | float | Qualcomm® SA7255P | 11.17 ms | 1 - 57 MB | NPU
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| Mobile-VIT | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 6.431 ms | 0 - 91 MB | NPU
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| Mobile-VIT | QNN_DLC | float | Qualcomm® SA8295P | 7.338 ms | 1 - 61 MB | NPU
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| Mobile-VIT | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.383 ms | 1 - 60 MB | NPU
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| Mobile-VIT | QNN_DLC | float | Qualcomm® QCS9075 | 4.975 ms | 1 - 3 MB | NPU
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| Mobile-VIT | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.788 ms | 0 - 75 MB | NPU
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| Mobile-VIT | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 2.184 ms | 0 - 72 MB | NPU
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| Mobile-VIT | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 2.158 ms | 0 - 0 MB | NPU
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| Mobile-VIT | QNN_DLC | w8a16 | Snapdragon® X Elite | 4.868 ms | 0 - 0 MB | NPU
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| Mobile-VIT | QNN_DLC | w8a16 | Snapdragon® X Elite | 4.868 ms | 0 - 0 MB | NPU
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| Mobile-VIT | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.954 ms | 0 - 94 MB | NPU
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| Mobile-VIT | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 4.468 ms | 0 - 2 MB | NPU
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| Mobile-VIT | QNN_DLC | w8a16 | Qualcomm® SA8775P | 4.895 ms | 0 - 70 MB | NPU
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| Mobile-VIT | QNN_DLC | w8a16 | Qualcomm® SA8775P | 4.895 ms | 0 - 70 MB | NPU
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| Mobile-VIT | QNN_DLC | w8a16 | Qualcomm® SA8775P | 4.895 ms | 0 - 70 MB | NPU
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| Mobile-VIT | QNN_DLC | w8a16 | Qualcomm® SA7255P | 8.038 ms | 0 - 69 MB | NPU
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| Mobile-VIT | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 2.184 ms | 0 - 72 MB | NPU
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| Mobile-VIT | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 4.827 ms | 0 - 214 MB | NPU
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| Mobile-VIT | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 18.435 ms | 0 - 224 MB | NPU
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| Mobile-VIT | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 4.858 ms | 2 - 4 MB | NPU
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| Mobile-VIT | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 4.827 ms | 0 - 214 MB | NPU
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| Mobile-VIT | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.974 ms | 0 - 77 MB | NPU
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| Mobile-VIT | TFLITE | float | Snapdragon® 8 Elite Mobile | 2.386 ms | 0 - 77 MB | NPU
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| Mobile-VIT | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 2.946 ms | 0 - 97 MB | NPU
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| Mobile-VIT | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 4.215 ms | 0 - 2 MB | NPU
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| Mobile-VIT | TFLITE | float | Qualcomm® SA8775P | 5.063 ms | 0 - 80 MB | NPU
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| Mobile-VIT | TFLITE | float | Qualcomm® SA8775P | 5.063 ms | 0 - 80 MB | NPU
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| Mobile-VIT | TFLITE | float | Qualcomm® SA8775P | 5.063 ms | 0 - 80 MB | NPU
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| Mobile-VIT | TFLITE | float | Qualcomm® SA7255P | 11.205 ms | 0 - 78 MB | NPU
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| Mobile-VIT | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 6.424 ms | 0 - 98 MB | NPU
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| Mobile-VIT | TFLITE | float | Qualcomm® SA8295P | 7.407 ms | 0 - 64 MB | NPU
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| 128 |
| Mobile-VIT | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.386 ms | 0 - 77 MB | NPU
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| Mobile-VIT | TFLITE | float | Qualcomm® QCS9075 | 4.976 ms | 0 - 15 MB | NPU
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## License
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* The license for the original implementation of Mobile-VIT can be found
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release_assets.json
CHANGED
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{
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-
"version": "0.
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"precisions": {
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"float": {
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"universal_assets": {
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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/mobile_vit/releases/v0.
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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/mobile_vit/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/mobile_vit/releases/v0.
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}
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}
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},
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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/mobile_vit/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/mobile_vit/releases/v0.
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}
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}
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}
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{
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+
"version": "0.54.0",
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"precisions": {
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"float": {
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"universal_assets": {
|
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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/mobile_vit/releases/v0.54.0/mobile_vit-tflite-float.zip"
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| 12 |
},
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| 13 |
"qnn_dlc": {
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"tool_versions": {
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| 15 |
"qairt": "2.45.0.260326154327"
|
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},
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| 17 |
+
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobile_vit/releases/v0.54.0/mobile_vit-qnn_dlc-float.zip"
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| 18 |
},
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"onnx": {
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"tool_versions": {
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"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/mobile_vit/releases/v0.54.0/mobile_vit-onnx-float.zip"
|
| 25 |
}
|
| 26 |
}
|
| 27 |
},
|
|
|
|
| 31 |
"tool_versions": {
|
| 32 |
"qairt": "2.45.0.260326154327"
|
| 33 |
},
|
| 34 |
+
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobile_vit/releases/v0.54.0/mobile_vit-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/mobile_vit/releases/v0.54.0/mobile_vit-onnx-w8a16.zip"
|
| 42 |
}
|
| 43 |
}
|
| 44 |
}
|