v0.56.0
Browse filesSee https://github.com/qualcomm/ai-hub-models/releases/v0.56.0 for changelog.
- README.md +70 -72
- release_assets.json +9 -9
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.
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| ONNX | w8a16 | Universal | QAIRT 2.
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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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@@ -61,73 +61,71 @@ See our repository for [Beit on GitHub](https://github.com/qualcomm/ai-hub-model
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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®
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| Beit | ONNX | float | Snapdragon®
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| Beit | ONNX | float | Snapdragon®
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| Beit | ONNX | float | Snapdragon® 8 Gen
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| Beit | ONNX | float | Qualcomm® QCS8550 (Proxy) | 14.
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| Beit | ONNX | float |
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| Beit | ONNX | float |
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| Beit | ONNX | float |
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| Beit | ONNX | float | Qualcomm®
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| Beit | ONNX |
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| Beit | ONNX |
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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 | Qualcomm®
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| Beit | ONNX | w8a16 |
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| Beit | ONNX | w8a16 | Snapdragon® 8 Elite
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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 |
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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 | 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 |
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| Beit | QNN_DLC | float | Qualcomm® QCS9075 | 18.
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| Beit | QNN_DLC | float | Qualcomm® QCS8750 | 8.
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| Beit | QNN_DLC | float | Qualcomm® QCS7181 | 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 | Snapdragon®
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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 |
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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® QCM6690 |
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| Beit | QNN_DLC | w8a16 | Qualcomm® SA7255P | 15.
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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 |
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| Beit |
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| Beit |
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| Beit | TFLITE | float |
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| Beit | TFLITE | float |
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| Beit | TFLITE | float | Qualcomm®
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| Beit | TFLITE | float | Qualcomm®
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| Beit | TFLITE | float | Qualcomm®
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| Beit | TFLITE | float |
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| Beit | TFLITE | float | Qualcomm®
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| Beit | TFLITE | float |
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| Beit | TFLITE | float | Qualcomm® SA7255P | 48.
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| Beit | TFLITE | float | Qualcomm®
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| Beit | TFLITE | float |
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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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| Runtime | Precision | Chipset | SDK Versions | Download |
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| 30 |
|---|---|---|---|---|
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| 31 |
+
| ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/beit/releases/v0.56.0/beit-onnx-float.zip)
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| ONNX | w8a16 | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/beit/releases/v0.56.0/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/v0.56.0/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/v0.56.0/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/v0.56.0/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® X2 Elite | 7.435 ms | 212 - 212 MB | NPU
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| Beit | ONNX | float | Snapdragon® X Elite | 15.243 ms | 183 - 183 MB | NPU
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| 66 |
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| Beit | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 10.457 ms | 1 - 439 MB | NPU
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| Beit | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 17.929 ms | 1 - 409 MB | NPU
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| Beit | ONNX | float | Qualcomm® QCS8550 (Proxy) | 14.844 ms | 0 - 195 MB | NPU
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| Beit | ONNX | float | Qualcomm® QCS8450 | 17.929 ms | 1 - 409 MB | NPU
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| Beit | ONNX | float | Snapdragon® 8 Elite Mobile | 8.521 ms | 1 - 305 MB | NPU
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| Beit | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.153 ms | 1 - 302 MB | NPU
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| Beit | ONNX | float | Qualcomm® QCS9075 | 18.251 ms | 1 - 46 MB | NPU
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| Beit | ONNX | float | Qualcomm® QCS8750 | 8.521 ms | 1 - 305 MB | NPU
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| Beit | ONNX | float | Qualcomm® QCS7181 | 15.243 ms | 183 - 183 MB | NPU
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| 75 |
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| Beit | ONNX | w8a16 | Snapdragon® X2 Elite | 2.667 ms | 212 - 212 MB | NPU
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| Beit | ONNX | w8a16 | Snapdragon® X Elite | 6.899 ms | 149 - 149 MB | NPU
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| Beit | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 4.568 ms | 0 - 413 MB | NPU
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| 78 |
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| Beit | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 6.687 ms | 0 - 99 MB | NPU
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| Beit | ONNX | w8a16 | Qualcomm® QCS9075 | 6.861 ms | 0 - 46 MB | NPU
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| Beit | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 2.374 ms | 0 - 254 MB | NPU
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| Beit | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 3.61 ms | 0 - 361 MB | NPU
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| Beit | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 9.088 ms | 0 - 407 MB | NPU
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| Beit | ONNX | w8a16 | Qualcomm® QCM6690 | 112.753 ms | 0 - 438 MB | NPU
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| Beit | ONNX | w8a16 | Qualcomm® QCS7790 | 9.088 ms | 0 - 407 MB | NPU
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| Beit | ONNX | w8a16 | Qualcomm® QCS8750 | 3.61 ms | 0 - 361 MB | NPU
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| Beit | ONNX | w8a16 | Qualcomm® QCS7181 | 6.899 ms | 149 - 149 MB | NPU
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| 87 |
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| Beit | QNN_DLC | float | Snapdragon® X2 Elite | 7.858 ms | 1 - 1 MB | NPU
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| 88 |
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| Beit | QNN_DLC | float | Snapdragon® X Elite | 15.192 ms | 1 - 1 MB | NPU
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| 89 |
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| Beit | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 10.472 ms | 0 - 394 MB | NPU
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| Beit | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 17.511 ms | 0 - 383 MB | NPU
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| 91 |
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| Beit | QNN_DLC | float | Qualcomm® QCS8275 | 47.994 ms | 1 - 295 MB | NPU
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| Beit | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 14.427 ms | 1 - 3 MB | NPU
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| 93 |
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| Beit | QNN_DLC | float | Qualcomm® QCS8450 | 17.511 ms | 0 - 383 MB | NPU
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| Beit | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 8.54 ms | 1 - 300 MB | NPU
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| 95 |
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| Beit | QNN_DLC | float | Qualcomm® SA8295P | 15.324 ms | 1 - 289 MB | NPU
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| 96 |
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| Beit | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.175 ms | 1 - 301 MB | NPU
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| Beit | QNN_DLC | float | Qualcomm® SA7255P | 47.994 ms | 1 - 295 MB | NPU
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| 98 |
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| Beit | QNN_DLC | float | Qualcomm® QCS9075 | 18.266 ms | 1 - 3 MB | NPU
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| 99 |
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| Beit | QNN_DLC | float | Qualcomm® QCS8750 | 8.54 ms | 1 - 300 MB | NPU
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| 100 |
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| Beit | QNN_DLC | float | Qualcomm® QCS7181 | 15.192 ms | 1 - 1 MB | NPU
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| Beit | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 3.197 ms | 0 - 0 MB | NPU
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| 102 |
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| Beit | QNN_DLC | w8a16 | Snapdragon® X Elite | 7.314 ms | 0 - 0 MB | NPU
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| Beit | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 4.652 ms | 0 - 411 MB | NPU
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| 104 |
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| Beit | QNN_DLC | w8a16 | Qualcomm® QCS8275 | 15.107 ms | 0 - 352 MB | NPU
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| Beit | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 6.801 ms | 0 - 2 MB | NPU
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| 106 |
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| Beit | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 7.785 ms | 2 - 4 MB | NPU
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| 107 |
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| Beit | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 2.542 ms | 0 - 245 MB | NPU
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| 108 |
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| Beit | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 3.554 ms | 0 - 350 MB | NPU
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| Beit | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 8.659 ms | 0 - 395 MB | NPU
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| Beit | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 65.174 ms | 0 - 428 MB | NPU
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| 111 |
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| Beit | QNN_DLC | w8a16 | Qualcomm® SA7255P | 15.107 ms | 0 - 352 MB | NPU
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| Beit | QNN_DLC | w8a16 | Qualcomm® QCS7790 | 8.659 ms | 0 - 395 MB | NPU
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| Beit | QNN_DLC | w8a16 | Qualcomm® QCS8750 | 3.554 ms | 0 - 350 MB | NPU
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| Beit | QNN_DLC | w8a16 | Qualcomm® QCS7181 | 7.314 ms | 0 - 0 MB | NPU
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| Beit | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 10.502 ms | 0 - 405 MB | NPU
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| Beit | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 17.568 ms | 0 - 372 MB | NPU
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| 117 |
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| Beit | TFLITE | float | Qualcomm® QCS8275 | 48.075 ms | 0 - 301 MB | NPU
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| Beit | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 14.098 ms | 0 - 539 MB | NPU
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| Beit | TFLITE | float | Qualcomm® SA8775P | 130.183 ms | 0 - 25 MB | GPU
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| Beit | TFLITE | float | Qualcomm® SA8650P | 130.183 ms | 0 - 25 MB | GPU
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| Beit | TFLITE | float | Qualcomm® SA8255P | 130.183 ms | 0 - 25 MB | GPU
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| Beit | TFLITE | float | Qualcomm® QCS8450 | 17.568 ms | 0 - 372 MB | NPU
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| Beit | TFLITE | float | Snapdragon® 8 Elite Mobile | 8.495 ms | 0 - 311 MB | NPU
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| Beit | TFLITE | float | Qualcomm® SA8295P | 15.315 ms | 0 - 293 MB | NPU
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| Beit | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.181 ms | 0 - 312 MB | NPU
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| Beit | TFLITE | float | Qualcomm® SA7255P | 48.075 ms | 0 - 301 MB | NPU
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| Beit | TFLITE | float | Qualcomm® QCS9075 | 18.638 ms | 0 - 186 MB | NPU
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| Beit | TFLITE | float | Qualcomm® QCS8750 | 8.495 ms | 0 - 311 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
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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"tflite": {
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"tool_versions": {
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"qairt": "2.45.0.260326154327",
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-
"litert": "1.4.
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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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"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.
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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.
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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/beit/releases/v0.
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},
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"onnx": {
|
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"tool_versions": {
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-
"qairt": "2.
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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.
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}
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}
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}
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{
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+
"version": "0.56.0",
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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",
|
| 9 |
+
"litert": "1.4.4"
|
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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/v0.56.0/beit-tflite-float.zip"
|
| 12 |
},
|
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"qnn_dlc": {
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"tool_versions": {
|
| 15 |
"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/v0.56.0/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": "2.45.0.260326154327",
|
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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/v0.56.0/beit-onnx-float.zip"
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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/beit/releases/v0.56.0/beit-qnn_dlc-w8a16.zip"
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},
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"onnx": {
|
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"tool_versions": {
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+
"qairt": "2.45.0.260326154327",
|
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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/v0.56.0/beit-onnx-w8a16.zip"
|
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}
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}
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}
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