v0.49.1
Browse filesSee https://github.com/qualcomm/ai-hub-models/releases/v0.49.1 for changelog.
README.md
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| Runtime | Precision | Chipset | SDK Versions | Download |
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| PRECOMPILED_QNN_ONNX | float | Snapdragon®
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| PRECOMPILED_QNN_ONNX | float | Snapdragon®
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| PRECOMPILED_QNN_ONNX | float | Snapdragon®
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| PRECOMPILED_QNN_ONNX | float |
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| PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite
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| PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS9075 | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/zipformer/releases/v0.
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| PRECOMPILED_QNN_ONNX | mixed | Snapdragon®
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| PRECOMPILED_QNN_ONNX | mixed | Snapdragon®
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| PRECOMPILED_QNN_ONNX | mixed | Snapdragon®
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| PRECOMPILED_QNN_ONNX | mixed | Snapdragon® 8 Elite
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| PRECOMPILED_QNN_ONNX | mixed | Qualcomm® QCS9075 | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/zipformer/releases/v0.
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| QNN_CONTEXT_BINARY | float | Snapdragon®
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| QNN_CONTEXT_BINARY | float | Snapdragon®
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| QNN_CONTEXT_BINARY | float | Qualcomm®
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| QNN_CONTEXT_BINARY | float | Qualcomm®
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| QNN_CONTEXT_BINARY | float | Qualcomm®
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| QNN_CONTEXT_BINARY | mixed | Snapdragon®
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| QNN_CONTEXT_BINARY | mixed | Snapdragon®
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For more device-specific assets and performance metrics, visit **[Zipformer on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/zipformer)**.
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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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| ZipformerDecoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 0.036 ms | 7 - 7 MB | NPU
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| ZipformerDecoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 0.165 ms | 7 - 7 MB | NPU
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| ZipformerDecoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.06 ms | 0 - 7 MB | NPU
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| ZipformerDecoder | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.071 ms | 0 - 8 MB | NPU
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| ZipformerDecoder | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS9075 | 0.149 ms | 0 - 3 MB | NPU
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| ZipformerDecoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.051 ms | 0 - 8 MB | NPU
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| ZipformerDecoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.051 ms | 0 - 10 MB | NPU
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| ZipformerDecoder | PRECOMPILED_QNN_ONNX |
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| ZipformerDecoder | PRECOMPILED_QNN_ONNX |
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| ZipformerDecoder | PRECOMPILED_QNN_ONNX |
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| ZipformerDecoder | PRECOMPILED_QNN_ONNX | mixed | Snapdragon® 8 Elite Gen 5 Mobile | 0.
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| ZipformerDecoder |
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| ZipformerDecoder |
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| ZipformerDecoder |
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| ZipformerDecoder |
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| ZipformerDecoder | QNN_CONTEXT_BINARY | float |
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| ZipformerDecoder | QNN_CONTEXT_BINARY | float |
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| ZipformerDecoder | QNN_CONTEXT_BINARY | float |
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| ZipformerDecoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8
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| ZipformerDecoder | QNN_CONTEXT_BINARY |
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| ZipformerDecoder | QNN_CONTEXT_BINARY | mixed |
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| ZipformerDecoder | QNN_CONTEXT_BINARY | mixed | Snapdragon®
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| ZipformerEncoder | PRECOMPILED_QNN_ONNX |
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| ZipformerEncoder | PRECOMPILED_QNN_ONNX |
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| ZipformerEncoder | PRECOMPILED_QNN_ONNX |
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| ZipformerEncoder | PRECOMPILED_QNN_ONNX |
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| ZipformerEncoder |
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| ZipformerEncoder | QNN_CONTEXT_BINARY | float |
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| ZipformerEncoder | QNN_CONTEXT_BINARY | float |
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| ZipformerEncoder | QNN_CONTEXT_BINARY | float | Snapdragon®
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| ZipformerEncoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8
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| ZipformerEncoder | QNN_CONTEXT_BINARY |
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| ZipformerEncoder | QNN_CONTEXT_BINARY |
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| ZipformerEncoder | QNN_CONTEXT_BINARY |
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| ZipformerEncoder | QNN_CONTEXT_BINARY |
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| ZipformerEncoder | QNN_CONTEXT_BINARY |
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| ZipformerEncoder | QNN_CONTEXT_BINARY |
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| ZipformerEncoder | QNN_CONTEXT_BINARY | mixed | Snapdragon® 8 Elite
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| ZipformerEncoder | QNN_CONTEXT_BINARY | mixed | Snapdragon®
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| ZipformerJoiner | PRECOMPILED_QNN_ONNX | mixed | Snapdragon® X Elite | 0.278 ms | 6 - 6 MB | NPU
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| ZipformerJoiner | PRECOMPILED_QNN_ONNX | mixed | Snapdragon® 8 Gen 3 Mobile | 0.
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| ZipformerJoiner | PRECOMPILED_QNN_ONNX | mixed | Qualcomm® QCS8550 (Proxy) | 0.
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| ZipformerJoiner | PRECOMPILED_QNN_ONNX | mixed | Qualcomm® QCS9075 | 0.272 ms | 0 - 3 MB | NPU
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| ZipformerJoiner | PRECOMPILED_QNN_ONNX | mixed | Snapdragon® 8 Elite For Galaxy Mobile | 0.
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| ZipformerJoiner |
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| ZipformerJoiner | QNN_CONTEXT_BINARY | float | Snapdragon®
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| ZipformerJoiner | QNN_CONTEXT_BINARY | float | Snapdragon®
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| ZipformerJoiner | QNN_CONTEXT_BINARY | float |
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| ZipformerJoiner | QNN_CONTEXT_BINARY | float | Qualcomm®
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| ZipformerJoiner | QNN_CONTEXT_BINARY | float | Qualcomm®
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| ZipformerJoiner | QNN_CONTEXT_BINARY | float | Qualcomm®
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| ZipformerJoiner | QNN_CONTEXT_BINARY | float | Qualcomm®
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| ZipformerJoiner | QNN_CONTEXT_BINARY | float | Qualcomm®
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| ZipformerJoiner | QNN_CONTEXT_BINARY | float | Qualcomm®
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| ZipformerJoiner | QNN_CONTEXT_BINARY | float |
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| ZipformerJoiner | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite
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| ZipformerJoiner | QNN_CONTEXT_BINARY | mixed | Snapdragon®
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| ZipformerJoiner | QNN_CONTEXT_BINARY | mixed | Snapdragon®
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| ZipformerJoiner | QNN_CONTEXT_BINARY | mixed | Snapdragon®
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| ZipformerJoiner | QNN_CONTEXT_BINARY | mixed |
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| ZipformerJoiner | QNN_CONTEXT_BINARY | mixed | Qualcomm®
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| ZipformerJoiner | QNN_CONTEXT_BINARY | mixed | Qualcomm®
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| ZipformerJoiner | QNN_CONTEXT_BINARY | mixed | Qualcomm®
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| ZipformerJoiner | QNN_CONTEXT_BINARY | mixed | Qualcomm®
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| ZipformerJoiner | QNN_CONTEXT_BINARY | mixed |
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| ZipformerJoiner | QNN_CONTEXT_BINARY | mixed | Snapdragon® 8 Elite
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## License
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* The license for the original implementation of Zipformer can be found
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| Runtime | Precision | Chipset | SDK Versions | Download |
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|---|---|---|---|---|
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| PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/zipformer/releases/v0.49.1/zipformer-precompiled_qnn_onnx-float-qualcomm_snapdragon_8_elite_gen5.zip)
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| PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/zipformer/releases/v0.49.1/zipformer-precompiled_qnn_onnx-float-qualcomm_snapdragon_x2_elite.zip)
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| PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/zipformer/releases/v0.49.1/zipformer-precompiled_qnn_onnx-float-qualcomm_snapdragon_x_elite.zip)
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| PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/zipformer/releases/v0.49.1/zipformer-precompiled_qnn_onnx-float-qualcomm_snapdragon_8gen3.zip)
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| PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8550 (Proxy) | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/zipformer/releases/v0.49.1/zipformer-precompiled_qnn_onnx-float-qualcomm_qcs8550_proxy.zip)
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| PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/zipformer/releases/v0.49.1/zipformer-precompiled_qnn_onnx-float-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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| PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS9075 | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/zipformer/releases/v0.49.1/zipformer-precompiled_qnn_onnx-float-qualcomm_qcs9075.zip)
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| PRECOMPILED_QNN_ONNX | mixed | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/zipformer/releases/v0.49.1/zipformer-precompiled_qnn_onnx-mixed-qualcomm_snapdragon_8_elite_gen5.zip)
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| PRECOMPILED_QNN_ONNX | mixed | Snapdragon® X2 Elite | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/zipformer/releases/v0.49.1/zipformer-precompiled_qnn_onnx-mixed-qualcomm_snapdragon_x2_elite.zip)
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| PRECOMPILED_QNN_ONNX | mixed | Snapdragon® X Elite | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/zipformer/releases/v0.49.1/zipformer-precompiled_qnn_onnx-mixed-qualcomm_snapdragon_x_elite.zip)
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| PRECOMPILED_QNN_ONNX | mixed | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/zipformer/releases/v0.49.1/zipformer-precompiled_qnn_onnx-mixed-qualcomm_snapdragon_8gen3.zip)
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| PRECOMPILED_QNN_ONNX | mixed | Qualcomm® QCS8550 (Proxy) | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/zipformer/releases/v0.49.1/zipformer-precompiled_qnn_onnx-mixed-qualcomm_qcs8550_proxy.zip)
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| PRECOMPILED_QNN_ONNX | mixed | Snapdragon® 8 Elite For Galaxy Mobile | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/zipformer/releases/v0.49.1/zipformer-precompiled_qnn_onnx-mixed-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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| PRECOMPILED_QNN_ONNX | mixed | Qualcomm® QCS9075 | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/zipformer/releases/v0.49.1/zipformer-precompiled_qnn_onnx-mixed-qualcomm_qcs9075.zip)
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| QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/zipformer/releases/v0.49.1/zipformer-qnn_context_binary-float-qualcomm_snapdragon_8_elite_gen5.zip)
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| QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/zipformer/releases/v0.49.1/zipformer-qnn_context_binary-float-qualcomm_snapdragon_x2_elite.zip)
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| QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/zipformer/releases/v0.49.1/zipformer-qnn_context_binary-float-qualcomm_snapdragon_x_elite.zip)
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| QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/zipformer/releases/v0.49.1/zipformer-qnn_context_binary-float-qualcomm_snapdragon_8gen3.zip)
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| QNN_CONTEXT_BINARY | float | Qualcomm® QCS8550 (Proxy) | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/zipformer/releases/v0.49.1/zipformer-qnn_context_binary-float-qualcomm_qcs8550_proxy.zip)
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| QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/zipformer/releases/v0.49.1/zipformer-qnn_context_binary-float-qualcomm_sa8775p.zip)
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| QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/zipformer/releases/v0.49.1/zipformer-qnn_context_binary-float-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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| QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/zipformer/releases/v0.49.1/zipformer-qnn_context_binary-float-qualcomm_sa7255p.zip)
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| QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/zipformer/releases/v0.49.1/zipformer-qnn_context_binary-float-qualcomm_sa8295p.zip)
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| QNN_CONTEXT_BINARY | float | Qualcomm® QCS9075 | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/zipformer/releases/v0.49.1/zipformer-qnn_context_binary-float-qualcomm_qcs9075.zip)
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| QNN_CONTEXT_BINARY | float | Qualcomm® QCS8450 (Proxy) | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/zipformer/releases/v0.49.1/zipformer-qnn_context_binary-float-qualcomm_qcs8450_proxy.zip)
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| QNN_CONTEXT_BINARY | mixed | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/zipformer/releases/v0.49.1/zipformer-qnn_context_binary-mixed-qualcomm_snapdragon_8_elite_gen5.zip)
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| QNN_CONTEXT_BINARY | mixed | Snapdragon® X2 Elite | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/zipformer/releases/v0.49.1/zipformer-qnn_context_binary-mixed-qualcomm_snapdragon_x2_elite.zip)
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| QNN_CONTEXT_BINARY | mixed | Snapdragon® X Elite | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/zipformer/releases/v0.49.1/zipformer-qnn_context_binary-mixed-qualcomm_snapdragon_x_elite.zip)
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| QNN_CONTEXT_BINARY | mixed | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/zipformer/releases/v0.49.1/zipformer-qnn_context_binary-mixed-qualcomm_snapdragon_8gen3.zip)
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| QNN_CONTEXT_BINARY | mixed | Qualcomm® QCS8550 (Proxy) | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/zipformer/releases/v0.49.1/zipformer-qnn_context_binary-mixed-qualcomm_qcs8550_proxy.zip)
|
| 61 |
+
| QNN_CONTEXT_BINARY | mixed | Qualcomm® SA8775P | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/zipformer/releases/v0.49.1/zipformer-qnn_context_binary-mixed-qualcomm_sa8775p.zip)
|
| 62 |
+
| QNN_CONTEXT_BINARY | mixed | Snapdragon® 8 Elite For Galaxy Mobile | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/zipformer/releases/v0.49.1/zipformer-qnn_context_binary-mixed-qualcomm_snapdragon_8_elite_for_galaxy.zip)
|
| 63 |
+
| QNN_CONTEXT_BINARY | mixed | Qualcomm® SA7255P | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/zipformer/releases/v0.49.1/zipformer-qnn_context_binary-mixed-qualcomm_sa7255p.zip)
|
| 64 |
+
| QNN_CONTEXT_BINARY | mixed | Qualcomm® QCS9075 | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/zipformer/releases/v0.49.1/zipformer-qnn_context_binary-mixed-qualcomm_qcs9075.zip)
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| 65 |
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| 66 |
For more device-specific assets and performance metrics, visit **[Zipformer on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/zipformer)**.
|
| 67 |
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|
| 95 |
## Performance Summary
|
| 96 |
| Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
|
| 97 |
|---|---|---|---|---|---|---
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|
| 98 |
| ZipformerDecoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.051 ms | 0 - 10 MB | NPU
|
| 99 |
+
| ZipformerDecoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 0.033 ms | 7 - 7 MB | NPU
|
| 100 |
+
| ZipformerDecoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 0.152 ms | 7 - 7 MB | NPU
|
| 101 |
+
| ZipformerDecoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.063 ms | 0 - 7 MB | NPU
|
| 102 |
+
| ZipformerDecoder | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.074 ms | 0 - 9 MB | NPU
|
| 103 |
+
| ZipformerDecoder | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS9075 | 0.188 ms | 0 - 3 MB | NPU
|
| 104 |
+
| ZipformerDecoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.052 ms | 0 - 12 MB | NPU
|
| 105 |
+
| ZipformerDecoder | PRECOMPILED_QNN_ONNX | mixed | Snapdragon® 8 Elite Gen 5 Mobile | 0.046 ms | 0 - 10 MB | NPU
|
| 106 |
+
| ZipformerDecoder | PRECOMPILED_QNN_ONNX | mixed | Snapdragon® X2 Elite | 0.043 ms | 7 - 7 MB | NPU
|
| 107 |
+
| ZipformerDecoder | PRECOMPILED_QNN_ONNX | mixed | Snapdragon® X Elite | 0.163 ms | 7 - 7 MB | NPU
|
| 108 |
+
| ZipformerDecoder | PRECOMPILED_QNN_ONNX | mixed | Snapdragon® 8 Gen 3 Mobile | 0.065 ms | 0 - 6 MB | NPU
|
| 109 |
+
| ZipformerDecoder | PRECOMPILED_QNN_ONNX | mixed | Qualcomm® QCS8550 (Proxy) | 0.079 ms | 0 - 8 MB | NPU
|
| 110 |
+
| ZipformerDecoder | PRECOMPILED_QNN_ONNX | mixed | Qualcomm® QCS9075 | 0.158 ms | 0 - 3 MB | NPU
|
| 111 |
+
| ZipformerDecoder | PRECOMPILED_QNN_ONNX | mixed | Snapdragon® 8 Elite For Galaxy Mobile | 0.054 ms | 0 - 7 MB | NPU
|
| 112 |
+
| ZipformerDecoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.046 ms | 0 - 9 MB | NPU
|
| 113 |
+
| ZipformerDecoder | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 0.132 ms | 0 - 0 MB | NPU
|
| 114 |
+
| ZipformerDecoder | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 0.164 ms | 0 - 0 MB | NPU
|
| 115 |
+
| ZipformerDecoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 0.058 ms | 0 - 7 MB | NPU
|
| 116 |
+
| ZipformerDecoder | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8275 (Proxy) | 0.309 ms | 0 - 8 MB | NPU
|
| 117 |
+
| ZipformerDecoder | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8550 (Proxy) | 0.069 ms | 0 - 5 MB | NPU
|
| 118 |
+
| ZipformerDecoder | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 0.217 ms | 0 - 5 MB | NPU
|
| 119 |
+
| ZipformerDecoder | QNN_CONTEXT_BINARY | float | Qualcomm® QCS9075 | 0.125 ms | 0 - 2 MB | NPU
|
| 120 |
+
| ZipformerDecoder | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8450 (Proxy) | 0.096 ms | 0 - 8 MB | NPU
|
| 121 |
+
| ZipformerDecoder | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | 0.309 ms | 0 - 8 MB | NPU
|
| 122 |
+
| ZipformerDecoder | QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | 0.317 ms | 0 - 5 MB | NPU
|
| 123 |
+
| ZipformerDecoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.044 ms | 0 - 9 MB | NPU
|
| 124 |
+
| ZipformerDecoder | QNN_CONTEXT_BINARY | mixed | Snapdragon® 8 Elite Gen 5 Mobile | 0.05 ms | 0 - 9 MB | NPU
|
| 125 |
+
| ZipformerDecoder | QNN_CONTEXT_BINARY | mixed | Snapdragon® X2 Elite | 0.131 ms | 0 - 0 MB | NPU
|
| 126 |
+
| ZipformerDecoder | QNN_CONTEXT_BINARY | mixed | Snapdragon® X Elite | 0.154 ms | 0 - 0 MB | NPU
|
| 127 |
+
| ZipformerDecoder | QNN_CONTEXT_BINARY | mixed | Snapdragon® 8 Gen 3 Mobile | 0.065 ms | 0 - 6 MB | NPU
|
| 128 |
+
| ZipformerDecoder | QNN_CONTEXT_BINARY | mixed | Qualcomm® QCS8275 (Proxy) | 0.335 ms | 0 - 8 MB | NPU
|
| 129 |
+
| ZipformerDecoder | QNN_CONTEXT_BINARY | mixed | Qualcomm® QCS8550 (Proxy) | 0.071 ms | 0 - 1 MB | NPU
|
| 130 |
+
| ZipformerDecoder | QNN_CONTEXT_BINARY | mixed | Qualcomm® SA8775P | 0.225 ms | 0 - 5 MB | NPU
|
| 131 |
+
| ZipformerDecoder | QNN_CONTEXT_BINARY | mixed | Qualcomm® QCS9075 | 0.133 ms | 0 - 2 MB | NPU
|
| 132 |
+
| ZipformerDecoder | QNN_CONTEXT_BINARY | mixed | Qualcomm® SA7255P | 0.335 ms | 0 - 8 MB | NPU
|
| 133 |
+
| ZipformerDecoder | QNN_CONTEXT_BINARY | mixed | Snapdragon® 8 Elite For Galaxy Mobile | 0.051 ms | 0 - 9 MB | NPU
|
| 134 |
+
| ZipformerEncoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 4.898 ms | 10 - 19 MB | NPU
|
| 135 |
+
| ZipformerEncoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 5.445 ms | 142 - 142 MB | NPU
|
| 136 |
+
| ZipformerEncoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 9.694 ms | 142 - 142 MB | NPU
|
| 137 |
+
| ZipformerEncoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 6.688 ms | 9 - 17 MB | NPU
|
| 138 |
+
| ZipformerEncoder | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8550 (Proxy) | 9.047 ms | 9 - 11 MB | NPU
|
| 139 |
+
| ZipformerEncoder | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS9075 | 10.359 ms | 8 - 12 MB | NPU
|
| 140 |
+
| ZipformerEncoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 5.682 ms | 9 - 20 MB | NPU
|
| 141 |
+
| ZipformerEncoder | PRECOMPILED_QNN_ONNX | mixed | Snapdragon® 8 Elite Gen 5 Mobile | 7.191 ms | 10 - 20 MB | NPU
|
| 142 |
+
| ZipformerEncoder | PRECOMPILED_QNN_ONNX | mixed | Snapdragon® X2 Elite | 8.406 ms | 75 - 75 MB | NPU
|
| 143 |
+
| ZipformerEncoder | PRECOMPILED_QNN_ONNX | mixed | Snapdragon® X Elite | 13.524 ms | 75 - 75 MB | NPU
|
| 144 |
+
| ZipformerEncoder | PRECOMPILED_QNN_ONNX | mixed | Snapdragon® 8 Gen 3 Mobile | 10.765 ms | 9 - 16 MB | NPU
|
| 145 |
+
| ZipformerEncoder | PRECOMPILED_QNN_ONNX | mixed | Qualcomm® QCS8550 (Proxy) | 14.146 ms | 10 - 12 MB | NPU
|
| 146 |
+
| ZipformerEncoder | PRECOMPILED_QNN_ONNX | mixed | Qualcomm® QCS9075 | 16.57 ms | 8 - 12 MB | NPU
|
| 147 |
+
| ZipformerEncoder | PRECOMPILED_QNN_ONNX | mixed | Snapdragon® 8 Elite For Galaxy Mobile | 7.554 ms | 9 - 16 MB | NPU
|
| 148 |
+
| ZipformerEncoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 4.758 ms | 3 - 13 MB | NPU
|
| 149 |
+
| ZipformerEncoder | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 6.232 ms | 3 - 3 MB | NPU
|
| 150 |
+
| ZipformerEncoder | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 9.529 ms | 3 - 3 MB | NPU
|
| 151 |
+
| ZipformerEncoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 6.617 ms | 2 - 10 MB | NPU
|
| 152 |
+
| ZipformerEncoder | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8275 (Proxy) | 23.781 ms | 3 - 10 MB | NPU
|
| 153 |
+
| ZipformerEncoder | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8550 (Proxy) | 8.925 ms | 3 - 4 MB | NPU
|
| 154 |
+
| ZipformerEncoder | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 10.93 ms | 3 - 11 MB | NPU
|
| 155 |
+
| ZipformerEncoder | QNN_CONTEXT_BINARY | float | Qualcomm® QCS9075 | 10.221 ms | 3 - 7 MB | NPU
|
| 156 |
+
| ZipformerEncoder | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8450 (Proxy) | 12.576 ms | 2 - 12 MB | NPU
|
| 157 |
+
| ZipformerEncoder | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | 23.781 ms | 3 - 10 MB | NPU
|
| 158 |
+
| ZipformerEncoder | QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | 13.295 ms | 1 - 6 MB | NPU
|
| 159 |
+
| ZipformerEncoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | 5.388 ms | 3 - 16 MB | NPU
|
| 160 |
+
| ZipformerEncoder | QNN_CONTEXT_BINARY | mixed | Snapdragon® 8 Elite Gen 5 Mobile | 7.09 ms | 3 - 13 MB | NPU
|
| 161 |
+
| ZipformerEncoder | QNN_CONTEXT_BINARY | mixed | Snapdragon® X2 Elite | 8.811 ms | 3 - 3 MB | NPU
|
| 162 |
+
| ZipformerEncoder | QNN_CONTEXT_BINARY | mixed | Snapdragon® X Elite | 13.197 ms | 3 - 3 MB | NPU
|
| 163 |
+
| ZipformerEncoder | QNN_CONTEXT_BINARY | mixed | Snapdragon® 8 Gen 3 Mobile | 10.533 ms | 2 - 12 MB | NPU
|
| 164 |
+
| ZipformerEncoder | QNN_CONTEXT_BINARY | mixed | Qualcomm® QCS8275 (Proxy) | 24.95 ms | 3 - 11 MB | NPU
|
| 165 |
+
| ZipformerEncoder | QNN_CONTEXT_BINARY | mixed | Qualcomm® QCS8550 (Proxy) | 14.526 ms | 3 - 5 MB | NPU
|
| 166 |
+
| ZipformerEncoder | QNN_CONTEXT_BINARY | mixed | Qualcomm® SA8775P | 16.083 ms | 3 - 12 MB | NPU
|
| 167 |
+
| ZipformerEncoder | QNN_CONTEXT_BINARY | mixed | Qualcomm® QCS9075 | 15.897 ms | 3 - 8 MB | NPU
|
| 168 |
+
| ZipformerEncoder | QNN_CONTEXT_BINARY | mixed | Qualcomm® SA7255P | 24.95 ms | 3 - 11 MB | NPU
|
| 169 |
+
| ZipformerEncoder | QNN_CONTEXT_BINARY | mixed | Snapdragon® 8 Elite For Galaxy Mobile | 7.542 ms | 3 - 15 MB | NPU
|
| 170 |
+
| ZipformerJoiner | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.134 ms | 0 - 10 MB | NPU
|
| 171 |
+
| ZipformerJoiner | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 0.082 ms | 6 - 6 MB | NPU
|
| 172 |
+
| ZipformerJoiner | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 0.263 ms | 6 - 6 MB | NPU
|
| 173 |
+
| ZipformerJoiner | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.154 ms | 0 - 7 MB | NPU
|
| 174 |
+
| ZipformerJoiner | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.191 ms | 0 - 8 MB | NPU
|
| 175 |
+
| ZipformerJoiner | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS9075 | 0.27 ms | 0 - 3 MB | NPU
|
| 176 |
+
| ZipformerJoiner | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.134 ms | 0 - 12 MB | NPU
|
| 177 |
+
| ZipformerJoiner | PRECOMPILED_QNN_ONNX | mixed | Snapdragon® 8 Elite Gen 5 Mobile | 0.137 ms | 0 - 10 MB | NPU
|
| 178 |
+
| ZipformerJoiner | PRECOMPILED_QNN_ONNX | mixed | Snapdragon® X2 Elite | 0.088 ms | 6 - 6 MB | NPU
|
| 179 |
| ZipformerJoiner | PRECOMPILED_QNN_ONNX | mixed | Snapdragon® X Elite | 0.278 ms | 6 - 6 MB | NPU
|
| 180 |
+
| ZipformerJoiner | PRECOMPILED_QNN_ONNX | mixed | Snapdragon® 8 Gen 3 Mobile | 0.159 ms | 0 - 7 MB | NPU
|
| 181 |
+
| ZipformerJoiner | PRECOMPILED_QNN_ONNX | mixed | Qualcomm® QCS8550 (Proxy) | 0.204 ms | 0 - 8 MB | NPU
|
| 182 |
| ZipformerJoiner | PRECOMPILED_QNN_ONNX | mixed | Qualcomm® QCS9075 | 0.272 ms | 0 - 3 MB | NPU
|
| 183 |
+
| ZipformerJoiner | PRECOMPILED_QNN_ONNX | mixed | Snapdragon® 8 Elite For Galaxy Mobile | 0.14 ms | 0 - 7 MB | NPU
|
| 184 |
+
| ZipformerJoiner | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.13 ms | 0 - 10 MB | NPU
|
| 185 |
+
| ZipformerJoiner | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 0.176 ms | 0 - 0 MB | NPU
|
| 186 |
+
| ZipformerJoiner | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 0.254 ms | 0 - 0 MB | NPU
|
| 187 |
+
| ZipformerJoiner | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 0.143 ms | 0 - 7 MB | NPU
|
| 188 |
+
| ZipformerJoiner | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8275 (Proxy) | 0.48 ms | 0 - 8 MB | NPU
|
| 189 |
+
| ZipformerJoiner | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8550 (Proxy) | 0.187 ms | 0 - 1 MB | NPU
|
| 190 |
+
| ZipformerJoiner | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 0.917 ms | 0 - 8 MB | NPU
|
| 191 |
+
| ZipformerJoiner | QNN_CONTEXT_BINARY | float | Qualcomm® QCS9075 | 0.235 ms | 0 - 2 MB | NPU
|
| 192 |
+
| ZipformerJoiner | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8450 (Proxy) | 0.235 ms | 0 - 9 MB | NPU
|
| 193 |
+
| ZipformerJoiner | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | 0.48 ms | 0 - 8 MB | NPU
|
| 194 |
+
| ZipformerJoiner | QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | 0.466 ms | 0 - 5 MB | NPU
|
| 195 |
+
| ZipformerJoiner | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.147 ms | 0 - 13 MB | NPU
|
| 196 |
+
| ZipformerJoiner | QNN_CONTEXT_BINARY | mixed | Snapdragon® 8 Elite Gen 5 Mobile | 0.132 ms | 0 - 10 MB | NPU
|
| 197 |
+
| ZipformerJoiner | QNN_CONTEXT_BINARY | mixed | Snapdragon® X2 Elite | 0.179 ms | 0 - 0 MB | NPU
|
| 198 |
+
| ZipformerJoiner | QNN_CONTEXT_BINARY | mixed | Snapdragon® X Elite | 0.261 ms | 0 - 0 MB | NPU
|
| 199 |
+
| ZipformerJoiner | QNN_CONTEXT_BINARY | mixed | Snapdragon® 8 Gen 3 Mobile | 0.157 ms | 0 - 7 MB | NPU
|
| 200 |
+
| ZipformerJoiner | QNN_CONTEXT_BINARY | mixed | Qualcomm® QCS8275 (Proxy) | 0.461 ms | 0 - 9 MB | NPU
|
| 201 |
+
| ZipformerJoiner | QNN_CONTEXT_BINARY | mixed | Qualcomm® QCS8550 (Proxy) | 0.199 ms | 0 - 2 MB | NPU
|
| 202 |
+
| ZipformerJoiner | QNN_CONTEXT_BINARY | mixed | Qualcomm® SA8775P | 0.343 ms | 0 - 5 MB | NPU
|
| 203 |
+
| ZipformerJoiner | QNN_CONTEXT_BINARY | mixed | Qualcomm® QCS9075 | 0.249 ms | 0 - 2 MB | NPU
|
| 204 |
+
| ZipformerJoiner | QNN_CONTEXT_BINARY | mixed | Qualcomm® SA7255P | 0.461 ms | 0 - 9 MB | NPU
|
| 205 |
+
| ZipformerJoiner | QNN_CONTEXT_BINARY | mixed | Snapdragon® 8 Elite For Galaxy Mobile | 0.148 ms | 0 - 13 MB | NPU
|
| 206 |
|
| 207 |
## License
|
| 208 |
* The license for the original implementation of Zipformer can be found
|