v0.50.2
Browse filesSee https://github.com/qualcomm/ai-hub-models/releases/v0.50.2 for changelog.
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README.md
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| Runtime | Precision | Chipset | SDK Versions | Download |
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| QNN_CONTEXT_BINARY | float |
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| QNN_CONTEXT_BINARY | float |
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| QNN_CONTEXT_BINARY | float |
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| QNN_CONTEXT_BINARY | float |
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| QNN_CONTEXT_BINARY | float |
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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/bevfusion_det/releases/v0.50.1/bevfusion_det-qnn_context_binary-float-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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For more device-specific assets and performance metrics, visit **[BEVFusion on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/bevfusion_det)**.
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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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| decoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.
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| decoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 7.
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| decoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 13.
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| decoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 9.
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| decoder | PRECOMPILED_QNN_ONNX | float |
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| decoder | QNN_CONTEXT_BINARY | float | Snapdragon®
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| decoder | QNN_CONTEXT_BINARY | float | Snapdragon®
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| decoder | QNN_CONTEXT_BINARY | float | Snapdragon®
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## License
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* The license for the original implementation of BEVFusion can be found
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| Runtime | Precision | Chipset | SDK Versions | Download |
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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/bevfusion_det/releases/v0.50.2/bevfusion_det-qnn_context_binary-float-qualcomm_qcs8550_proxy.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/bevfusion_det/releases/v0.50.2/bevfusion_det-qnn_context_binary-float-qualcomm_qcs9075.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/bevfusion_det/releases/v0.50.2/bevfusion_det-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/bevfusion_det/releases/v0.50.2/bevfusion_det-qnn_context_binary-float-qualcomm_sa8295p.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/bevfusion_det/releases/v0.50.2/bevfusion_det-qnn_context_binary-float-qualcomm_sa8775p.zip)
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| QNN_CONTEXT_BINARY | float | qualcomm_snapdragon_8_elite_for_galaxy | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.50.2/bevfusion_det-qnn_context_binary-float-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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| QNN_CONTEXT_BINARY | float | qualcomm_snapdragon_8_elite_gen5 | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.50.2/bevfusion_det-qnn_context_binary-float-qualcomm_snapdragon_8_elite_gen5.zip)
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| QNN_CONTEXT_BINARY | float | qualcomm_snapdragon_8gen3 | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.50.2/bevfusion_det-qnn_context_binary-float-qualcomm_snapdragon_8gen3.zip)
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| QNN_CONTEXT_BINARY | float | qualcomm_snapdragon_x2_elite | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.50.2/bevfusion_det-qnn_context_binary-float-qualcomm_snapdragon_x2_elite.zip)
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| QNN_CONTEXT_BINARY | float | qualcomm_snapdragon_x_elite | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.50.2/bevfusion_det-qnn_context_binary-float-qualcomm_snapdragon_x_elite.zip)
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For more device-specific assets and performance metrics, visit **[BEVFusion on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/bevfusion_det)**.
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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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| decoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.732 ms | 16 - 26 MB | NPU
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| decoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 7.018 ms | 24 - 24 MB | NPU
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| decoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 13.183 ms | 23 - 23 MB | NPU
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| decoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 9.854 ms | 15 - 22 MB | NPU
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| decoder | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8550 (Proxy) | 12.629 ms | 4 - 32 MB | NPU
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| decoder | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS9075 | 24.731 ms | 17 - 20 MB | NPU
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| decoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 7.727 ms | 12 - 19 MB | NPU
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| decoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.717 ms | 5 - 14 MB | NPU
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| decoder | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 7.442 ms | 5 - 5 MB | NPU
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| decoder | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 13.171 ms | 5 - 5 MB | NPU
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| decoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 9.851 ms | 5 - 12 MB | NPU
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| decoder | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8275 (Proxy) | 92.849 ms | 1 - 10 MB | NPU
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| decoder | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8550 (Proxy) | 12.619 ms | 5 - 6 MB | NPU
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| decoder | QNN_CONTEXT_BINARY | float | Qualcomm® QCS9075 | 24.486 ms | 5 - 16 MB | NPU
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| decoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | 7.714 ms | 5 - 14 MB | NPU
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| encoder_1 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 349.533 ms | 51 - 60 MB | NPU
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| encoder_1 | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 380.439 ms | 102 - 102 MB | NPU
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| encoder_1 | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 689.856 ms | 101 - 101 MB | NPU
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| encoder_1 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 522.88 ms | 32 - 44 MB | NPU
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| encoder_1 | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8550 (Proxy) | 726.26 ms | 0 - 116 MB | NPU
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| encoder_1 | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS9075 | 705.74 ms | 12 - 27 MB | NPU
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| encoder_1 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 422.574 ms | 38 - 49 MB | NPU
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| encoder_1 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 346.35 ms | 18 - 28 MB | NPU
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| encoder_1 | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 382.894 ms | 12 - 12 MB | NPU
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| encoder_1 | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 687.321 ms | 12 - 12 MB | NPU
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| encoder_1 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 522.601 ms | 13 - 19 MB | NPU
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| encoder_1 | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8275 (Proxy) | 1100.241 ms | 0 - 8 MB | NPU
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| encoder_1 | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8550 (Proxy) | 717.591 ms | 13 - 14 MB | NPU
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| encoder_1 | QNN_CONTEXT_BINARY | float | Qualcomm® QCS9075 | 704.883 ms | 12 - 43 MB | NPU
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| encoder_1 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | 421.049 ms | 12 - 25 MB | NPU
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| encoder_2 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2174.519 ms | 351 - 361 MB | NPU
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| encoder_2 | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 2362.007 ms | 1056 - 1056 MB | NPU
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| encoder_2 | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 3434.434 ms | 1058 - 1058 MB | NPU
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| encoder_2 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 2665.392 ms | 588 - 594 MB | NPU
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| encoder_2 | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8550 (Proxy) | 3679.384 ms | 593 - 606 MB | NPU
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| encoder_2 | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS9075 | 3598.547 ms | 233 - 236 MB | NPU
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| encoder_2 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 2449.521 ms | 515 - 522 MB | NPU
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| encoder_2 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 2195.452 ms | 17 - 26 MB | NPU
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| encoder_2 | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 2398.265 ms | 17 - 17 MB | NPU
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| encoder_2 | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 3539.157 ms | 17 - 17 MB | NPU
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| encoder_2 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 2739.151 ms | 17 - 27 MB | NPU
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| encoder_2 | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8275 (Proxy) | 5606.428 ms | 17 - 26 MB | NPU
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| encoder_2 | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8550 (Proxy) | 3547.128 ms | 17 - 18 MB | NPU
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| encoder_2 | QNN_CONTEXT_BINARY | float | Qualcomm® QCS9075 | 3505.941 ms | 17 - 644 MB | NPU
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| encoder_2 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | 2433.628 ms | 17 - 29 MB | NPU
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| encoder_3 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 6.766 ms | 31 - 41 MB | NPU
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| encoder_3 | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 7.78 ms | 14 - 14 MB | NPU
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| encoder_3 | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 12.219 ms | 19 - 19 MB | NPU
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| encoder_3 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 9.161 ms | 30 - 36 MB | NPU
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| encoder_3 | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8550 (Proxy) | 12.403 ms | 23 - 27 MB | NPU
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| encoder_3 | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS9075 | 14.973 ms | 18 - 39 MB | NPU
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| encoder_3 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 7.702 ms | 13 - 20 MB | NPU
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| encoder_3 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 6.756 ms | 18 - 29 MB | NPU
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| encoder_3 | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 8.26 ms | 19 - 19 MB | NPU
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| encoder_3 | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 12.075 ms | 19 - 19 MB | NPU
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| encoder_3 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 9.228 ms | 18 - 25 MB | NPU
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| encoder_3 | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8275 (Proxy) | 25.294 ms | 18 - 27 MB | NPU
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| encoder_3 | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8550 (Proxy) | 12.569 ms | 19 - 20 MB | NPU
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| encoder_3 | QNN_CONTEXT_BINARY | float | Qualcomm® QCS9075 | 15.062 ms | 18 - 43 MB | NPU
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| encoder_3 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | 7.789 ms | 14 - 23 MB | NPU
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## License
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* The license for the original implementation of BEVFusion can be found
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release_assets.json
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{"version":"0.50.
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{"version":"0.50.2","precisions":{"float":{"chipset_assets":{"qualcomm_qcs8550_proxy":{"qnn_context_binary":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.50.2/bevfusion_det-qnn_context_binary-float-qualcomm_qcs8550_proxy.zip"}},"qualcomm_qcs9075":{"qnn_context_binary":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.50.2/bevfusion_det-qnn_context_binary-float-qualcomm_qcs9075.zip"}},"qualcomm_sa7255p":{"qnn_context_binary":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.50.2/bevfusion_det-qnn_context_binary-float-qualcomm_sa7255p.zip"}},"qualcomm_sa8295p":{"qnn_context_binary":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.50.2/bevfusion_det-qnn_context_binary-float-qualcomm_sa8295p.zip"}},"qualcomm_sa8775p":{"qnn_context_binary":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.50.2/bevfusion_det-qnn_context_binary-float-qualcomm_sa8775p.zip"}},"qualcomm_snapdragon_8_elite_for_galaxy":{"qnn_context_binary":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.50.2/bevfusion_det-qnn_context_binary-float-qualcomm_snapdragon_8_elite_for_galaxy.zip"}},"qualcomm_snapdragon_8_elite_gen5":{"qnn_context_binary":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.50.2/bevfusion_det-qnn_context_binary-float-qualcomm_snapdragon_8_elite_gen5.zip"}},"qualcomm_snapdragon_8gen3":{"qnn_context_binary":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.50.2/bevfusion_det-qnn_context_binary-float-qualcomm_snapdragon_8gen3.zip"}},"qualcomm_snapdragon_x2_elite":{"qnn_context_binary":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.50.2/bevfusion_det-qnn_context_binary-float-qualcomm_snapdragon_x2_elite.zip"}},"qualcomm_snapdragon_x_elite":{"qnn_context_binary":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.50.2/bevfusion_det-qnn_context_binary-float-qualcomm_snapdragon_x_elite.zip"}}}}}}
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