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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| PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | QAIRT 2.
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| PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.
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| PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8550 (Proxy) | QAIRT 2.
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| PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | QAIRT 2.
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| PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.
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| QNN_CONTEXT_BINARY | float | Qualcomm®
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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® X Elite | 0.
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| ZipformerDecoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.
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| ZipformerDecoder | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.
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| ZipformerDecoder | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS9075 | 0.
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| ZipformerDecoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.
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| ZipformerDecoder | PRECOMPILED_QNN_ONNX | float | 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 | QNN_CONTEXT_BINARY | float |
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| ZipformerDecoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8
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| ZipformerDecoder | QNN_CONTEXT_BINARY | float |
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| ZipformerDecoder | QNN_CONTEXT_BINARY |
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| ZipformerDecoder | QNN_CONTEXT_BINARY |
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| ZipformerDecoder | QNN_CONTEXT_BINARY |
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| ZipformerDecoder | QNN_CONTEXT_BINARY | w16a16 | Snapdragon®
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| ZipformerEncoder | QNN_CONTEXT_BINARY |
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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® 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/v0.47.0/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/v0.47.0/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/v0.47.0/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/v0.47.0/zipformer-precompiled_qnn_onnx-float-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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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/v0.47.0/zipformer-precompiled_qnn_onnx-float-qualcomm_snapdragon_8_elite_gen5.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/v0.47.0/zipformer-precompiled_qnn_onnx-float-qualcomm_qcs9075.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/v0.47.0/zipformer-precompiled_qnn_onnx-float-qualcomm_snapdragon_x2_elite.zip)
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| PRECOMPILED_QNN_ONNX | w16a16 | 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/v0.47.0/zipformer-precompiled_qnn_onnx-w16a16-qualcomm_snapdragon_x_elite.zip)
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| PRECOMPILED_QNN_ONNX | w16a16 | 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/v0.47.0/zipformer-precompiled_qnn_onnx-w16a16-qualcomm_snapdragon_8gen3.zip)
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| PRECOMPILED_QNN_ONNX | w16a16 | 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/v0.47.0/zipformer-precompiled_qnn_onnx-w16a16-qualcomm_qcs8550_proxy.zip)
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| PRECOMPILED_QNN_ONNX | w16a16 | 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/v0.47.0/zipformer-precompiled_qnn_onnx-w16a16-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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| PRECOMPILED_QNN_ONNX | w16a16 | 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/v0.47.0/zipformer-precompiled_qnn_onnx-w16a16-qualcomm_snapdragon_8_elite_gen5.zip)
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| PRECOMPILED_QNN_ONNX | w16a16 | 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/v0.47.0/zipformer-precompiled_qnn_onnx-w16a16-qualcomm_snapdragon_x2_elite.zip)
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| PRECOMPILED_QNN_ONNX | w16a16 | 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/v0.47.0/zipformer-precompiled_qnn_onnx-w16a16-qualcomm_qcs9075.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/v0.47.0/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/v0.47.0/zipformer-qnn_context_binary-float-qualcomm_snapdragon_8gen3.zip)
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| QNN_CONTEXT_BINARY | float | Qualcomm® QCS8275 (Proxy) | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/zipformer/releases/v0.47.0/zipformer-qnn_context_binary-float-qualcomm_qcs8275_proxy.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/v0.47.0/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/v0.47.0/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/v0.47.0/zipformer-qnn_context_binary-float-qualcomm_snapdragon_8_elite_for_galaxy.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/v0.47.0/zipformer-qnn_context_binary-float-qualcomm_snapdragon_8_elite_gen5.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/v0.47.0/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/v0.47.0/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/v0.47.0/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/v0.47.0/zipformer-qnn_context_binary-float-qualcomm_qcs8450_proxy.zip)
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| QNN_CONTEXT_BINARY | w16a16 | Snapdragon® X Elite | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/zipformer/releases/v0.47.0/zipformer-qnn_context_binary-w16a16-qualcomm_snapdragon_x_elite.zip)
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| QNN_CONTEXT_BINARY | w16a16 | 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/v0.47.0/zipformer-qnn_context_binary-w16a16-qualcomm_snapdragon_8gen3.zip)
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| QNN_CONTEXT_BINARY | w16a16 | Qualcomm® QCS8275 (Proxy) | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/zipformer/releases/v0.47.0/zipformer-qnn_context_binary-w16a16-qualcomm_qcs8275_proxy.zip)
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| QNN_CONTEXT_BINARY | w16a16 | Qualcomm® QCS8550 (Proxy) | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/zipformer/releases/v0.47.0/zipformer-qnn_context_binary-w16a16-qualcomm_qcs8550_proxy.zip)
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| QNN_CONTEXT_BINARY | w16a16 | Qualcomm® SA8775P | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/zipformer/releases/v0.47.0/zipformer-qnn_context_binary-w16a16-qualcomm_sa8775p.zip)
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| QNN_CONTEXT_BINARY | w16a16 | 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/v0.47.0/zipformer-qnn_context_binary-w16a16-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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| QNN_CONTEXT_BINARY | w16a16 | 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/v0.47.0/zipformer-qnn_context_binary-w16a16-qualcomm_snapdragon_8_elite_gen5.zip)
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| QNN_CONTEXT_BINARY | w16a16 | Snapdragon® X2 Elite | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/zipformer/releases/v0.47.0/zipformer-qnn_context_binary-w16a16-qualcomm_snapdragon_x2_elite.zip)
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| QNN_CONTEXT_BINARY | w16a16 | Qualcomm® SA7255P | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/zipformer/releases/v0.47.0/zipformer-qnn_context_binary-w16a16-qualcomm_sa7255p.zip)
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| QNN_CONTEXT_BINARY | w16a16 | Qualcomm® QCS9075 | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/zipformer/releases/v0.47.0/zipformer-qnn_context_binary-w16a16-qualcomm_qcs9075.zip)
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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® X Elite | 0.16 ms | 7 - 7 MB | NPU
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| ZipformerDecoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.059 ms | 0 - 7 MB | NPU
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| ZipformerDecoder | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.067 ms | 0 - 8 MB | NPU
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| ZipformerDecoder | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS9075 | 0.137 ms | 0 - 3 MB | NPU
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| ZipformerDecoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.051 ms | 0 - 7 MB | NPU
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| ZipformerDecoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.053 ms | 0 - 10 MB | NPU
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| ZipformerDecoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 0.042 ms | 7 - 7 MB | NPU
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| ZipformerDecoder | PRECOMPILED_QNN_ONNX | w16a16 | Snapdragon® X Elite | 0.161 ms | 7 - 7 MB | NPU
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| ZipformerDecoder | PRECOMPILED_QNN_ONNX | w16a16 | Snapdragon® 8 Gen 3 Mobile | 0.067 ms | 0 - 6 MB | NPU
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| ZipformerDecoder | PRECOMPILED_QNN_ONNX | w16a16 | Qualcomm® QCS8550 (Proxy) | 0.078 ms | 0 - 1 MB | NPU
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| ZipformerDecoder | PRECOMPILED_QNN_ONNX | w16a16 | Qualcomm® QCS9075 | 0.19 ms | 0 - 3 MB | NPU
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| ZipformerDecoder | PRECOMPILED_QNN_ONNX | w16a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.05 ms | 0 - 7 MB | NPU
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| ZipformerDecoder | PRECOMPILED_QNN_ONNX | w16a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.05 ms | 0 - 10 MB | NPU
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| 112 |
+
| ZipformerDecoder | PRECOMPILED_QNN_ONNX | w16a16 | Snapdragon® X2 Elite | 0.039 ms | 7 - 7 MB | NPU
|
| 113 |
+
| ZipformerDecoder | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 0.151 ms | 0 - 0 MB | NPU
|
| 114 |
+
| ZipformerDecoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 0.063 ms | 0 - 7 MB | NPU
|
| 115 |
+
| ZipformerDecoder | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8275 (Proxy) | 0.319 ms | 0 - 8 MB | NPU
|
| 116 |
+
| ZipformerDecoder | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8550 (Proxy) | 0.077 ms | 0 - 1 MB | NPU
|
| 117 |
+
| ZipformerDecoder | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 0.208 ms | 0 - 5 MB | NPU
|
| 118 |
+
| ZipformerDecoder | QNN_CONTEXT_BINARY | float | Qualcomm® QCS9075 | 0.12 ms | 2 - 4 MB | NPU
|
| 119 |
+
| ZipformerDecoder | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8450 (Proxy) | 0.102 ms | 0 - 9 MB | NPU
|
| 120 |
+
| ZipformerDecoder | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | 0.319 ms | 0 - 8 MB | NPU
|
| 121 |
+
| ZipformerDecoder | QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | 0.33 ms | 0 - 5 MB | NPU
|
| 122 |
+
| ZipformerDecoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.047 ms | 0 - 13 MB | NPU
|
| 123 |
+
| ZipformerDecoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.041 ms | 0 - 10 MB | NPU
|
| 124 |
+
| ZipformerDecoder | QNN_CONTEXT_BINARY | w16a16 | Snapdragon® X Elite | 0.171 ms | 0 - 0 MB | NPU
|
| 125 |
+
| ZipformerDecoder | QNN_CONTEXT_BINARY | w16a16 | Snapdragon® 8 Gen 3 Mobile | 0.056 ms | 0 - 7 MB | NPU
|
| 126 |
+
| ZipformerDecoder | QNN_CONTEXT_BINARY | w16a16 | Qualcomm® QCS8275 (Proxy) | 0.322 ms | 0 - 8 MB | NPU
|
| 127 |
+
| ZipformerDecoder | QNN_CONTEXT_BINARY | w16a16 | Qualcomm® QCS8550 (Proxy) | 0.063 ms | 0 - 1 MB | NPU
|
| 128 |
+
| ZipformerDecoder | QNN_CONTEXT_BINARY | w16a16 | Qualcomm® SA8775P | 0.215 ms | 0 - 5 MB | NPU
|
| 129 |
+
| ZipformerDecoder | QNN_CONTEXT_BINARY | w16a16 | Qualcomm® QCS9075 | 0.134 ms | 0 - 2 MB | NPU
|
| 130 |
+
| ZipformerDecoder | QNN_CONTEXT_BINARY | w16a16 | Qualcomm® SA7255P | 0.322 ms | 0 - 8 MB | NPU
|
| 131 |
+
| ZipformerDecoder | QNN_CONTEXT_BINARY | w16a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.046 ms | 0 - 9 MB | NPU
|
| 132 |
+
| ZipformerDecoder | QNN_CONTEXT_BINARY | w16a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.053 ms | 0 - 10 MB | NPU
|
| 133 |
+
| ZipformerDecoder | QNN_CONTEXT_BINARY | w16a16 | Snapdragon® X2 Elite | 0.144 ms | 0 - 0 MB | NPU
|
| 134 |
+
| ZipformerEncoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 9.771 ms | 142 - 142 MB | NPU
|
| 135 |
+
| ZipformerEncoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 6.505 ms | 9 - 17 MB | NPU
|
| 136 |
+
| ZipformerEncoder | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8550 (Proxy) | 9.062 ms | 9 - 10 MB | NPU
|
| 137 |
+
| ZipformerEncoder | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS9075 | 10.363 ms | 8 - 12 MB | NPU
|
| 138 |
+
| ZipformerEncoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 5.384 ms | 9 - 17 MB | NPU
|
| 139 |
+
| ZipformerEncoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 4.878 ms | 10 - 20 MB | NPU
|
| 140 |
+
| ZipformerEncoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 5.488 ms | 142 - 142 MB | NPU
|
| 141 |
+
| ZipformerEncoder | PRECOMPILED_QNN_ONNX | w16a16 | Snapdragon® X Elite | 14.96 ms | 146 - 146 MB | NPU
|
| 142 |
+
| ZipformerEncoder | PRECOMPILED_QNN_ONNX | w16a16 | Snapdragon® 8 Gen 3 Mobile | 12.414 ms | 4 - 15 MB | NPU
|
| 143 |
+
| ZipformerEncoder | PRECOMPILED_QNN_ONNX | w16a16 | Qualcomm® QCS8550 (Proxy) | 16.212 ms | 4 - 6 MB | NPU
|
| 144 |
+
| ZipformerEncoder | PRECOMPILED_QNN_ONNX | w16a16 | Qualcomm® QCS9075 | 18.591 ms | 4 - 7 MB | NPU
|
| 145 |
+
| ZipformerEncoder | PRECOMPILED_QNN_ONNX | w16a16 | Snapdragon® 8 Elite For Galaxy Mobile | 8.621 ms | 4 - 11 MB | NPU
|
| 146 |
+
| ZipformerEncoder | PRECOMPILED_QNN_ONNX | w16a16 | Snapdragon® 8 Elite Gen 5 Mobile | 8.046 ms | 4 - 14 MB | NPU
|
| 147 |
+
| ZipformerEncoder | PRECOMPILED_QNN_ONNX | w16a16 | Snapdragon® X2 Elite | 9.253 ms | 147 - 147 MB | NPU
|
| 148 |
+
| ZipformerEncoder | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 9.729 ms | 3 - 3 MB | NPU
|
| 149 |
+
| ZipformerEncoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 6.6 ms | 2 - 10 MB | NPU
|
| 150 |
+
| ZipformerEncoder | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8275 (Proxy) | 23.718 ms | 3 - 11 MB | NPU
|
| 151 |
+
| ZipformerEncoder | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8550 (Proxy) | 9.066 ms | 3 - 5 MB | NPU
|
| 152 |
+
| ZipformerEncoder | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 10.992 ms | 3 - 11 MB | NPU
|
| 153 |
+
| ZipformerEncoder | QNN_CONTEXT_BINARY | float | Qualcomm® QCS9075 | 10.214 ms | 3 - 7 MB | NPU
|
| 154 |
+
| ZipformerEncoder | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8450 (Proxy) | 11.845 ms | 2 - 12 MB | NPU
|
| 155 |
+
| ZipformerEncoder | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | 23.718 ms | 3 - 11 MB | NPU
|
| 156 |
+
| ZipformerEncoder | QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | 13.295 ms | 3 - 8 MB | NPU
|
| 157 |
+
| ZipformerEncoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | 5.433 ms | 3 - 15 MB | NPU
|
| 158 |
+
| ZipformerEncoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 4.738 ms | 3 - 12 MB | NPU
|
| 159 |
+
| ZipformerEncoder | QNN_CONTEXT_BINARY | w16a16 | Snapdragon® X Elite | 14.608 ms | 1 - 1 MB | NPU
|
| 160 |
+
| ZipformerEncoder | QNN_CONTEXT_BINARY | w16a16 | Snapdragon® 8 Gen 3 Mobile | 11.568 ms | 1 - 8 MB | NPU
|
| 161 |
+
| ZipformerEncoder | QNN_CONTEXT_BINARY | w16a16 | Qualcomm® QCS8275 (Proxy) | 27.668 ms | 1 - 8 MB | NPU
|
| 162 |
+
| ZipformerEncoder | QNN_CONTEXT_BINARY | w16a16 | Qualcomm® QCS8550 (Proxy) | 15.779 ms | 1 - 5 MB | NPU
|
| 163 |
+
| ZipformerEncoder | QNN_CONTEXT_BINARY | w16a16 | Qualcomm® SA8775P | 17.364 ms | 1 - 10 MB | NPU
|
| 164 |
+
| ZipformerEncoder | QNN_CONTEXT_BINARY | w16a16 | Qualcomm® QCS9075 | 17.302 ms | 1 - 3 MB | NPU
|
| 165 |
+
| ZipformerEncoder | QNN_CONTEXT_BINARY | w16a16 | Qualcomm® SA7255P | 27.668 ms | 1 - 8 MB | NPU
|
| 166 |
+
| ZipformerEncoder | QNN_CONTEXT_BINARY | w16a16 | Snapdragon® 8 Elite For Galaxy Mobile | 8.509 ms | 1 - 9 MB | NPU
|
| 167 |
+
| ZipformerEncoder | QNN_CONTEXT_BINARY | w16a16 | Snapdragon® 8 Elite Gen 5 Mobile | 7.924 ms | 1 - 11 MB | NPU
|
| 168 |
+
| ZipformerEncoder | QNN_CONTEXT_BINARY | w16a16 | Snapdragon® X2 Elite | 9.366 ms | 1 - 1 MB | NPU
|
| 169 |
+
| ZipformerJoiner | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 0.262 ms | 6 - 6 MB | NPU
|
| 170 |
+
| ZipformerJoiner | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.149 ms | 0 - 6 MB | NPU
|
| 171 |
+
| ZipformerJoiner | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.19 ms | 0 - 8 MB | NPU
|
| 172 |
+
| ZipformerJoiner | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS9075 | 0.299 ms | 0 - 3 MB | NPU
|
| 173 |
+
| ZipformerJoiner | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.134 ms | 0 - 8 MB | NPU
|
| 174 |
+
| ZipformerJoiner | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.132 ms | 0 - 10 MB | NPU
|
| 175 |
+
| ZipformerJoiner | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 0.079 ms | 6 - 6 MB | NPU
|
| 176 |
+
| ZipformerJoiner | PRECOMPILED_QNN_ONNX | w16a16 | Snapdragon® X Elite | 0.25 ms | 6 - 6 MB | NPU
|
| 177 |
+
| ZipformerJoiner | PRECOMPILED_QNN_ONNX | w16a16 | Snapdragon® 8 Gen 3 Mobile | 0.157 ms | 0 - 7 MB | NPU
|
| 178 |
+
| ZipformerJoiner | PRECOMPILED_QNN_ONNX | w16a16 | Qualcomm® QCS8550 (Proxy) | 0.187 ms | 0 - 8 MB | NPU
|
| 179 |
+
| ZipformerJoiner | PRECOMPILED_QNN_ONNX | w16a16 | Qualcomm® QCS9075 | 0.253 ms | 0 - 3 MB | NPU
|
| 180 |
+
| ZipformerJoiner | PRECOMPILED_QNN_ONNX | w16a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.132 ms | 0 - 7 MB | NPU
|
| 181 |
+
| ZipformerJoiner | PRECOMPILED_QNN_ONNX | w16a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.135 ms | 0 - 10 MB | NPU
|
| 182 |
+
| ZipformerJoiner | PRECOMPILED_QNN_ONNX | w16a16 | Snapdragon® X2 Elite | 0.083 ms | 6 - 6 MB | NPU
|
| 183 |
+
| ZipformerJoiner | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 0.246 ms | 0 - 0 MB | NPU
|
| 184 |
+
| ZipformerJoiner | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 0.159 ms | 0 - 7 MB | NPU
|
| 185 |
+
| ZipformerJoiner | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8275 (Proxy) | 0.472 ms | 0 - 7 MB | NPU
|
| 186 |
+
| ZipformerJoiner | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8550 (Proxy) | 0.187 ms | 0 - 1 MB | NPU
|
| 187 |
+
| ZipformerJoiner | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 0.324 ms | 0 - 5 MB | NPU
|
| 188 |
+
| ZipformerJoiner | QNN_CONTEXT_BINARY | float | Qualcomm® QCS9075 | 0.235 ms | 0 - 2 MB | NPU
|
| 189 |
+
| ZipformerJoiner | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8450 (Proxy) | 0.231 ms | 0 - 9 MB | NPU
|
| 190 |
+
| ZipformerJoiner | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | 0.472 ms | 0 - 7 MB | NPU
|
| 191 |
+
| ZipformerJoiner | QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | 0.469 ms | 0 - 5 MB | NPU
|
| 192 |
+
| ZipformerJoiner | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.133 ms | 0 - 13 MB | NPU
|
| 193 |
+
| ZipformerJoiner | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.133 ms | 0 - 10 MB | NPU
|
| 194 |
+
| ZipformerJoiner | QNN_CONTEXT_BINARY | w16a16 | Snapdragon® X Elite | 0.253 ms | 0 - 0 MB | NPU
|
| 195 |
+
| ZipformerJoiner | QNN_CONTEXT_BINARY | w16a16 | Snapdragon® 8 Gen 3 Mobile | 0.151 ms | 0 - 7 MB | NPU
|
| 196 |
+
| ZipformerJoiner | QNN_CONTEXT_BINARY | w16a16 | Qualcomm® QCS8275 (Proxy) | 0.438 ms | 0 - 9 MB | NPU
|
| 197 |
+
| ZipformerJoiner | QNN_CONTEXT_BINARY | w16a16 | Qualcomm® QCS8550 (Proxy) | 0.183 ms | 0 - 1 MB | NPU
|
| 198 |
+
| ZipformerJoiner | QNN_CONTEXT_BINARY | w16a16 | Qualcomm® SA8775P | 0.883 ms | 0 - 8 MB | NPU
|
| 199 |
+
| ZipformerJoiner | QNN_CONTEXT_BINARY | w16a16 | Qualcomm® QCS9075 | 0.233 ms | 2 - 4 MB | NPU
|
| 200 |
+
| ZipformerJoiner | QNN_CONTEXT_BINARY | w16a16 | Qualcomm® SA7255P | 0.438 ms | 0 - 9 MB | NPU
|
| 201 |
+
| ZipformerJoiner | QNN_CONTEXT_BINARY | w16a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.135 ms | 0 - 9 MB | NPU
|
| 202 |
+
| ZipformerJoiner | QNN_CONTEXT_BINARY | w16a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.135 ms | 0 - 10 MB | NPU
|
| 203 |
+
| ZipformerJoiner | QNN_CONTEXT_BINARY | w16a16 | Snapdragon® X2 Elite | 0.176 ms | 0 - 0 MB | NPU
|
| 204 |
|
| 205 |
## License
|
| 206 |
* The license for the original implementation of Zipformer can be found
|