v0.47.0
Browse filesSee https://github.com/quic/ai-hub-models/releases/v0.47.0 for changelog.
README.md
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| Runtime | Precision | Chipset | SDK Versions | Download |
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| TFLITE | float | Universal | TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/statetransformer/releases/v0.
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For more device-specific assets and performance metrics, visit **[StateTransformer on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/statetransformer)**.
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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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| StateTransformer |
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| StateTransformer |
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| StateTransformer | TFLITE | float |
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| StateTransformer | TFLITE | float | Qualcomm®
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| StateTransformer | TFLITE | float |
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| StateTransformer | TFLITE | float |
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## License
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* The license for the original implementation of StateTransformer can be found
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| Runtime | Precision | Chipset | SDK Versions | Download |
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| ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/statetransformer/releases/v0.47.0/statetransformer-onnx-float.zip)
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| TFLITE | float | Universal | TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/statetransformer/releases/v0.47.0/statetransformer-tflite-float.zip)
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For more device-specific assets and performance metrics, visit **[StateTransformer on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/statetransformer)**.
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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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| StateTransformer | ONNX | float | Snapdragon® X Elite | 1155.042 ms | 183 - 183 MB | NPU
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| StateTransformer | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 680.781 ms | 97 - 5301 MB | NPU
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| StateTransformer | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 591.948 ms | 89 - 2116 MB | NPU
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| StateTransformer | ONNX | float | Snapdragon® X2 Elite | 817.45 ms | 202 - 202 MB | NPU
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| StateTransformer | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 499.081 ms | 215 - 232 MB | CPU
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| StateTransformer | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 1006.082 ms | 224 - 239 MB | CPU
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| StateTransformer | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 619.001 ms | 216 - 315 MB | CPU
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| StateTransformer | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 717.641 ms | 217 - 235 MB | CPU
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| StateTransformer | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 401.824 ms | 214 - 224 MB | CPU
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| StateTransformer | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 348.775 ms | 226 - 246 MB | CPU
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## License
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* The license for the original implementation of StateTransformer can be found
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