v0.55.0
Browse filesSee https://github.com/qualcomm/ai-hub-models/releases/v0.55.0 for changelog.
- README.md +72 -70
- release_assets.json +16 -16
README.md
CHANGED
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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.
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| ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.
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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/beit/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/beit/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/beit/releases/v0.
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For more device-specific assets and performance metrics, visit **[Beit on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/beit)**.
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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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| Beit | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.
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| Beit | ONNX | float | Snapdragon®
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| Beit | ONNX | float | Snapdragon®
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| Beit | ONNX | float | Snapdragon®
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| Beit | ONNX | float |
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| Beit | ONNX | float | Snapdragon® 8
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| Beit | ONNX | float | Qualcomm®
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| Beit | ONNX | float |
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| Beit | ONNX | float | Qualcomm®
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| Beit | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 3.
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| Beit | ONNX | w8a16 | Snapdragon®
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| Beit | ONNX | w8a16 | Snapdragon®
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| Beit | ONNX | w8a16 |
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| Beit | ONNX | w8a16 |
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| Beit | ONNX | w8a16 |
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| Beit | ONNX | w8a16 |
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| Beit | ONNX | w8a16 |
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| Beit | ONNX | w8a16 |
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| Beit | ONNX | w8a16 |
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| Beit | ONNX | w8a16 | Qualcomm®
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| Beit | ONNX | w8a16 | Qualcomm®
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| Beit |
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| Beit | QNN_DLC | float | Snapdragon®
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| Beit | QNN_DLC | float | Snapdragon®
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| Beit | QNN_DLC | float | Snapdragon®
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| Beit | QNN_DLC | float |
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| Beit | QNN_DLC | float |
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| Beit | QNN_DLC | float |
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| Beit | QNN_DLC | float | Qualcomm®
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| Beit | QNN_DLC | float | Qualcomm®
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| Beit | QNN_DLC | float | Qualcomm®
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| Beit | QNN_DLC | float | Qualcomm®
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| Beit | QNN_DLC | float | Qualcomm®
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| Beit | QNN_DLC | float |
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| Beit | QNN_DLC | float | Qualcomm®
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| Beit | QNN_DLC | float |
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| Beit | QNN_DLC | float | Qualcomm®
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| Beit | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 2.
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| Beit | QNN_DLC | w8a16 | Snapdragon®
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| Beit | QNN_DLC | w8a16 | Snapdragon®
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| Beit | QNN_DLC | w8a16 | Snapdragon®
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| Beit | QNN_DLC | w8a16 |
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| Beit | QNN_DLC | w8a16 |
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| Beit | QNN_DLC | w8a16 | Qualcomm®
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| Beit | QNN_DLC | w8a16 | Qualcomm®
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| Beit | QNN_DLC | w8a16 | Qualcomm®
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| Beit | QNN_DLC | w8a16 | Qualcomm®
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| Beit | QNN_DLC | w8a16 | Qualcomm® SA7255P | 15.
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| Beit | QNN_DLC | w8a16 | Snapdragon®
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| Beit | QNN_DLC | w8a16 | Snapdragon®
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| Beit | QNN_DLC | w8a16 | Qualcomm®
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| Beit | QNN_DLC | w8a16 | Qualcomm®
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| Beit | QNN_DLC | w8a16 |
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| Beit |
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| Beit | TFLITE | float | Snapdragon® 8 Elite Mobile |
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| Beit | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 10.
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| Beit | TFLITE | float | Qualcomm®
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| Beit | TFLITE | float | Qualcomm®
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| Beit | TFLITE | float | Qualcomm® SA8775P | 17.
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| Beit | TFLITE | float | Qualcomm®
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| Beit | TFLITE | float | Qualcomm®
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| Beit | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 17.
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| Beit | TFLITE | float | Qualcomm®
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| Beit | TFLITE | float |
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| Beit | TFLITE | float |
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## License
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* The license for the original implementation of Beit can be found
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| Runtime | Precision | Chipset | SDK Versions | Download |
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| 30 |
|---|---|---|---|---|
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| 31 |
+
| ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/beit/releases/v0.55.0/beit-onnx-float.zip)
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| ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/beit/releases/v0.55.0/beit-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/beit/releases/v0.55.0/beit-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/beit/releases/v0.55.0/beit-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/beit/releases/v0.55.0/beit-tflite-float.zip)
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For more device-specific assets and performance metrics, visit **[Beit on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/beit)**.
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## Performance Summary
|
| 62 |
| Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
|
| 63 |
|---|---|---|---|---|---|---
|
| 64 |
+
| Beit | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.261 ms | 1 - 466 MB | NPU
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| 65 |
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| Beit | ONNX | float | Snapdragon® X2 Elite | 7.42 ms | 211 - 211 MB | NPU
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| Beit | ONNX | float | Snapdragon® X Elite | 15.257 ms | 183 - 183 MB | NPU
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| Beit | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 10.563 ms | 1 - 509 MB | NPU
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| Beit | ONNX | float | Qualcomm® QCS8550 (Proxy) | 14.683 ms | 0 - 195 MB | NPU
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| Beit | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 8.629 ms | 1 - 466 MB | NPU
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| Beit | ONNX | float | Qualcomm® QCS9075 | 18.148 ms | 1 - 46 MB | NPU
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| Beit | ONNX | float | Qualcomm® QCS8750 | 8.629 ms | 1 - 466 MB | NPU
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| Beit | ONNX | float | Qualcomm® QCS7181 | 15.257 ms | 183 - 183 MB | NPU
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| Beit | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 3.429 ms | 0 - 275 MB | NPU
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| Beit | ONNX | w8a16 | Snapdragon® X Elite | 10.508 ms | 149 - 149 MB | NPU
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| Beit | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 6.963 ms | 0 - 472 MB | NPU
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| Beit | ONNX | w8a16 | Qualcomm® QCS6490 | 1070.497 ms | 50 - 65 MB | CPU
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| Beit | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 10.19 ms | 0 - 616 MB | NPU
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| Beit | ONNX | w8a16 | Qualcomm® QCM6690 | 585.36 ms | 66 - 77 MB | CPU
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| Beit | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 569.504 ms | 67 - 79 MB | CPU
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| Beit | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 5.369 ms | 0 - 385 MB | NPU
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| Beit | ONNX | w8a16 | Qualcomm® QCS9075 | 10.715 ms | 0 - 45 MB | NPU
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| Beit | ONNX | w8a16 | Qualcomm® QCS7790 | 569.504 ms | 67 - 79 MB | CPU
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| Beit | ONNX | w8a16 | Qualcomm® QCS8750 | 5.369 ms | 0 - 385 MB | NPU
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| Beit | ONNX | w8a16 | Qualcomm® QCS7181 | 10.508 ms | 149 - 149 MB | NPU
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| Beit | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.156 ms | 1 - 299 MB | NPU
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| Beit | QNN_DLC | float | Snapdragon® X2 Elite | 7.811 ms | 1 - 1 MB | NPU
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| Beit | QNN_DLC | float | Snapdragon® X Elite | 15.153 ms | 1 - 1 MB | NPU
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| Beit | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 10.496 ms | 0 - 394 MB | NPU
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| Beit | QNN_DLC | float | Qualcomm® QCS8275 | 47.996 ms | 1 - 295 MB | NPU
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| Beit | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 14.431 ms | 1 - 394 MB | NPU
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| Beit | QNN_DLC | float | Qualcomm® SA8775P | 17.192 ms | 1 - 295 MB | NPU
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| Beit | QNN_DLC | float | Qualcomm® SA8650P | 17.192 ms | 1 - 295 MB | NPU
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| Beit | QNN_DLC | float | Qualcomm® SA8255P | 17.192 ms | 1 - 295 MB | NPU
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| Beit | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 17.483 ms | 0 - 381 MB | NPU
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| Beit | QNN_DLC | float | Qualcomm® SA7255P | 47.996 ms | 1 - 295 MB | NPU
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| Beit | QNN_DLC | float | Qualcomm® SA8295P | 15.344 ms | 1 - 289 MB | NPU
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| Beit | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 8.535 ms | 1 - 299 MB | NPU
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| 98 |
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| Beit | QNN_DLC | float | Qualcomm® QCS9075 | 18.361 ms | 3 - 5 MB | NPU
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| 99 |
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| Beit | QNN_DLC | float | Qualcomm® QCS8750 | 8.535 ms | 1 - 299 MB | NPU
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| Beit | QNN_DLC | float | Qualcomm® QCS7181 | 15.153 ms | 1 - 1 MB | NPU
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| Beit | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 2.525 ms | 0 - 244 MB | NPU
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| Beit | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 3.154 ms | 0 - 0 MB | NPU
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| 103 |
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| Beit | QNN_DLC | w8a16 | Snapdragon® X Elite | 7.336 ms | 0 - 0 MB | NPU
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| 104 |
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| Beit | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 4.66 ms | 0 - 409 MB | NPU
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| 105 |
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| Beit | QNN_DLC | w8a16 | Qualcomm® QCS8275 | 15.085 ms | 0 - 352 MB | NPU
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| Beit | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 6.774 ms | 0 - 249 MB | NPU
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| 107 |
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| Beit | QNN_DLC | w8a16 | Qualcomm® SA8775P | 7.094 ms | 0 - 352 MB | NPU
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| 108 |
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| Beit | QNN_DLC | w8a16 | Qualcomm® SA8650P | 7.094 ms | 0 - 352 MB | NPU
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| Beit | QNN_DLC | w8a16 | Qualcomm® SA8255P | 7.094 ms | 0 - 352 MB | NPU
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| Beit | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 71.605 ms | 0 - 428 MB | NPU
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| Beit | QNN_DLC | w8a16 | Qualcomm® SA7255P | 15.085 ms | 0 - 352 MB | NPU
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| Beit | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 8.609 ms | 0 - 399 MB | NPU
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| Beit | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 3.567 ms | 0 - 349 MB | NPU
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| Beit | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 7.779 ms | 0 - 2 MB | NPU
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| Beit | QNN_DLC | w8a16 | Qualcomm® QCS7790 | 8.609 ms | 0 - 399 MB | NPU
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| Beit | QNN_DLC | w8a16 | Qualcomm® QCS8750 | 3.567 ms | 0 - 349 MB | NPU
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| 117 |
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| Beit | QNN_DLC | w8a16 | Qualcomm® QCS7181 | 7.336 ms | 0 - 0 MB | NPU
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| 118 |
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| Beit | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.158 ms | 0 - 306 MB | NPU
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| 119 |
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| Beit | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 10.494 ms | 0 - 400 MB | NPU
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| Beit | TFLITE | float | Qualcomm® QCS8275 | 48.02 ms | 0 - 300 MB | NPU
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| Beit | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 14.093 ms | 0 - 3 MB | NPU
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| Beit | TFLITE | float | Qualcomm® SA8775P | 17.196 ms | 0 - 301 MB | NPU
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| Beit | TFLITE | float | Qualcomm® SA8650P | 17.196 ms | 0 - 301 MB | NPU
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| Beit | TFLITE | float | Qualcomm® SA8255P | 17.196 ms | 0 - 301 MB | NPU
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| Beit | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 17.617 ms | 0 - 369 MB | NPU
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| 126 |
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| Beit | TFLITE | float | Qualcomm® SA7255P | 48.02 ms | 0 - 300 MB | NPU
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| Beit | TFLITE | float | Qualcomm® SA8295P | 15.324 ms | 0 - 293 MB | NPU
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| Beit | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 8.508 ms | 0 - 309 MB | NPU
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| Beit | TFLITE | float | Qualcomm® QCS9075 | 18.356 ms | 0 - 186 MB | NPU
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| Beit | TFLITE | float | Qualcomm® QCS8750 | 8.508 ms | 0 - 309 MB | NPU
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## License
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* The license for the original implementation of Beit 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/beit/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.
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/beit/releases/v0.
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}
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}
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},
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-
"
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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/beit/releases/v0.54.0/beit-tflite-float.zip"
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| 29 |
-
},
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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/beit/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",
|
| 39 |
-
"onnx_runtime": "1.
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| 40 |
},
|
| 41 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/beit/releases/v0.
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}
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}
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}
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{
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"version": "0.55.0",
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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": {
|
| 8 |
+
"qairt": "2.45.0.260326154327",
|
| 9 |
+
"litert": "1.4.3"
|
| 10 |
+
},
|
| 11 |
+
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/beit/releases/v0.55.0/beit-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/beit/releases/v0.55.0/beit-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": "1.25.0"
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/beit/releases/v0.55.0/beit-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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},
|
| 34 |
+
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/beit/releases/v0.55.0/beit-qnn_dlc-w8a16.zip"
|
| 35 |
},
|
| 36 |
"onnx": {
|
| 37 |
"tool_versions": {
|
| 38 |
"qairt": "2.42.0.251225135753_193295",
|
| 39 |
+
"onnx_runtime": "1.25.0"
|
| 40 |
},
|
| 41 |
+
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/beit/releases/v0.55.0/beit-onnx-w8a16.zip"
|
| 42 |
}
|
| 43 |
}
|
| 44 |
}
|