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v0.48.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.48.0 for changelog.

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  1. README.md +67 -68
README.md CHANGED
@@ -27,19 +27,18 @@ 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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- | 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/bevfusion_det/releases/v0.47.0/bevfusion_det-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/bevfusion_det/releases/v0.47.0/bevfusion_det-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/bevfusion_det/releases/v0.47.0/bevfusion_det-precompiled_qnn_onnx-float-qualcomm_snapdragon_8gen3.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/bevfusion_det/releases/v0.47.0/bevfusion_det-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/bevfusion_det/releases/v0.47.0/bevfusion_det-precompiled_qnn_onnx-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/bevfusion_det/releases/v0.47.0/bevfusion_det-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/bevfusion_det/releases/v0.47.0/bevfusion_det-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/bevfusion_det/releases/v0.47.0/bevfusion_det-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/bevfusion_det/releases/v0.47.0/bevfusion_det-qnn_context_binary-float-qualcomm_qcs8275_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/bevfusion_det/releases/v0.47.0/bevfusion_det-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/bevfusion_det/releases/v0.47.0/bevfusion_det-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/bevfusion_det/releases/v0.47.0/bevfusion_det-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/bevfusion_det/releases/v0.47.0/bevfusion_det-qnn_context_binary-float-qualcomm_sa7255p.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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@@ -68,61 +67,61 @@ See our repository for [BEVFusion on GitHub](https://github.com/qualcomm/ai-hub-
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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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- | BEVFusionDecoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 7.024 ms | 24 - 24 MB | NPU
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- | BEVFusionDecoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 13.172 ms | 23 - 23 MB | NPU
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- | BEVFusionDecoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 9.876 ms | 16 - 23 MB | NPU
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- | BEVFusionDecoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 7.776 ms | 11 - 22 MB | NPU
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- | BEVFusionDecoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.742 ms | 18 - 28 MB | NPU
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- | BEVFusionDecoder | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 7.46 ms | 5 - 5 MB | NPU
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- | BEVFusionDecoder | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 13.195 ms | 5 - 5 MB | NPU
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- | BEVFusionDecoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 9.87 ms | 5 - 12 MB | NPU
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- | BEVFusionDecoder | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8275 (Proxy) | 92.863 ms | 1 - 9 MB | NPU
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- | BEVFusionDecoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | 7.752 ms | 0 - 13 MB | NPU
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- | BEVFusionDecoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.722 ms | 5 - 14 MB | NPU
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- | BEVFusionEncoder1 | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 379.084 ms | 102 - 102 MB | NPU
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- | BEVFusionEncoder1 | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 688.815 ms | 101 - 101 MB | NPU
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- | BEVFusionEncoder1 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 520.981 ms | 49 - 61 MB | NPU
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- | BEVFusionEncoder1 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 417.438 ms | 37 - 50 MB | NPU
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- | BEVFusionEncoder1 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 346.26 ms | 50 - 60 MB | NPU
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- | BEVFusionEncoder1 | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 380.244 ms | 12 - 12 MB | NPU
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- | BEVFusionEncoder1 | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 686.852 ms | 12 - 12 MB | NPU
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- | BEVFusionEncoder1 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 533.864 ms | 13 - 20 MB | NPU
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- | BEVFusionEncoder1 | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8275 (Proxy) | 1096.823 ms | 3 - 10 MB | NPU
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- | BEVFusionEncoder1 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | 420.597 ms | 12 - 25 MB | NPU
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- | BEVFusionEncoder1 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 348.562 ms | 13 - 23 MB | NPU
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- | BEVFusionEncoder2 | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 2365.465 ms | 1058 - 1058 MB | NPU
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- | BEVFusionEncoder2 | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 3423.239 ms | 1058 - 1058 MB | NPU
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- | BEVFusionEncoder2 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 2723.631 ms | 516 - 522 MB | NPU
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- | BEVFusionEncoder2 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 2455.607 ms | 592 - 603 MB | NPU
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- | BEVFusionEncoder2 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2198.236 ms | 352 - 362 MB | NPU
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- | BEVFusionEncoder2 | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 2419.649 ms | 17 - 17 MB | NPU
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- | BEVFusionEncoder2 | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 3529.497 ms | 17 - 17 MB | NPU
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- | BEVFusionEncoder2 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 2702.081 ms | 17 - 27 MB | NPU
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- | BEVFusionEncoder2 | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8275 (Proxy) | 5600.369 ms | 1 - 10 MB | NPU
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- | BEVFusionEncoder2 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | 2452.24 ms | 17 - 30 MB | NPU
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- | BEVFusionEncoder2 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 2198.58 ms | 17 - 26 MB | NPU
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- | BEVFusionEncoder3 | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 356.884 ms | 610 - 610 MB | NPU
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- | BEVFusionEncoder3 | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 694.699 ms | 610 - 610 MB | NPU
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- | BEVFusionEncoder3 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 593.182 ms | 596 - 608 MB | NPU
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- | BEVFusionEncoder3 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 497.271 ms | 585 - 596 MB | NPU
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- | BEVFusionEncoder3 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 370.626 ms | 511 - 521 MB | NPU
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- | BEVFusionEncoder3 | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 358.597 ms | 610 - 610 MB | NPU
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- | BEVFusionEncoder3 | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 699.571 ms | 610 - 610 MB | NPU
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- | BEVFusionEncoder3 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 585.962 ms | 609 - 621 MB | NPU
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- | BEVFusionEncoder3 | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8275 (Proxy) | 1167.477 ms | 611 - 620 MB | NPU
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- | BEVFusionEncoder3 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | 497.35 ms | 607 - 621 MB | NPU
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- | BEVFusionEncoder3 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 368.721 ms | 609 - 620 MB | NPU
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- | BEVFusionEncoder4 | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 7.808 ms | 13 - 13 MB | NPU
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- | BEVFusionEncoder4 | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 11.996 ms | 18 - 18 MB | NPU
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- | BEVFusionEncoder4 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 9.162 ms | 31 - 37 MB | NPU
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- | BEVFusionEncoder4 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 7.748 ms | 11 - 23 MB | NPU
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- | BEVFusionEncoder4 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 6.828 ms | 33 - 43 MB | NPU
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- | BEVFusionEncoder4 | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 8.287 ms | 19 - 19 MB | NPU
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- | BEVFusionEncoder4 | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 11.954 ms | 19 - 19 MB | NPU
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- | BEVFusionEncoder4 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 9.01 ms | 19 - 25 MB | NPU
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- | BEVFusionEncoder4 | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8275 (Proxy) | 25.188 ms | 18 - 27 MB | NPU
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- | BEVFusionEncoder4 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | 7.741 ms | 17 - 30 MB | NPU
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- | BEVFusionEncoder4 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 6.783 ms | 18 - 28 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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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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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/bevfusion_det/releases/v0.48.0/bevfusion_det-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/bevfusion_det/releases/v0.48.0/bevfusion_det-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/bevfusion_det/releases/v0.48.0/bevfusion_det-precompiled_qnn_onnx-float-qualcomm_snapdragon_8gen3.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/bevfusion_det/releases/v0.48.0/bevfusion_det-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/bevfusion_det/releases/v0.48.0/bevfusion_det-precompiled_qnn_onnx-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/bevfusion_det/releases/v0.48.0/bevfusion_det-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/bevfusion_det/releases/v0.48.0/bevfusion_det-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/bevfusion_det/releases/v0.48.0/bevfusion_det-qnn_context_binary-float-qualcomm_snapdragon_8gen3.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/v0.48.0/bevfusion_det-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/bevfusion_det/releases/v0.48.0/bevfusion_det-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/bevfusion_det/releases/v0.48.0/bevfusion_det-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/bevfusion_det/releases/v0.48.0/bevfusion_det-qnn_context_binary-float-qualcomm_sa7255p.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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67
  ## Performance Summary
68
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
69
  |---|---|---|---|---|---|---
70
+ | BEVFusionDecoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 7.008 ms | 24 - 24 MB | NPU
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+ | BEVFusionDecoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 13.051 ms | 23 - 23 MB | NPU
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+ | BEVFusionDecoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 9.839 ms | 16 - 23 MB | NPU
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+ | BEVFusionDecoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 7.664 ms | 13 - 24 MB | NPU
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+ | BEVFusionDecoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.736 ms | 16 - 26 MB | NPU
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+ | BEVFusionDecoder | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 7.471 ms | 5 - 5 MB | NPU
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+ | BEVFusionDecoder | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 13.17 ms | 5 - 5 MB | NPU
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+ | BEVFusionDecoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 9.88 ms | 5 - 12 MB | NPU
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+ | BEVFusionDecoder | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8275 (Proxy) | 92.843 ms | 0 - 9 MB | NPU
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+ | BEVFusionDecoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | 7.798 ms | 0 - 9 MB | NPU
80
+ | BEVFusionDecoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.704 ms | 5 - 14 MB | NPU
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+ | BEVFusionEncoder1 | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 381.124 ms | 102 - 102 MB | NPU
82
+ | BEVFusionEncoder1 | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 679.48 ms | 101 - 101 MB | NPU
83
+ | BEVFusionEncoder1 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 537.103 ms | 31 - 43 MB | NPU
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+ | BEVFusionEncoder1 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 422.174 ms | 38 - 50 MB | NPU
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+ | BEVFusionEncoder1 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 346.832 ms | 51 - 60 MB | NPU
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+ | BEVFusionEncoder1 | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 385.223 ms | 12 - 12 MB | NPU
87
+ | BEVFusionEncoder1 | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 683.999 ms | 12 - 12 MB | NPU
88
+ | BEVFusionEncoder1 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 534.845 ms | 13 - 19 MB | NPU
89
+ | BEVFusionEncoder1 | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8275 (Proxy) | 1093.502 ms | 1 - 10 MB | NPU
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+ | BEVFusionEncoder1 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | 418.138 ms | 12 - 21 MB | NPU
91
+ | BEVFusionEncoder1 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 348.074 ms | 12 - 22 MB | NPU
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+ | BEVFusionEncoder2 | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 2371.551 ms | 1058 - 1058 MB | NPU
93
+ | BEVFusionEncoder2 | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 3435.773 ms | 1058 - 1058 MB | NPU
94
+ | BEVFusionEncoder2 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 2671.903 ms | 589 - 596 MB | NPU
95
+ | BEVFusionEncoder2 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 2438.62 ms | 449 - 456 MB | NPU
96
+ | BEVFusionEncoder2 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2230.688 ms | 382 - 392 MB | NPU
97
+ | BEVFusionEncoder2 | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 2409.585 ms | 17 - 17 MB | NPU
98
+ | BEVFusionEncoder2 | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 3528.107 ms | 17 - 17 MB | NPU
99
+ | BEVFusionEncoder2 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 2740.678 ms | 17 - 28 MB | NPU
100
+ | BEVFusionEncoder2 | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8275 (Proxy) | 5600.506 ms | 17 - 26 MB | NPU
101
+ | BEVFusionEncoder2 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | 2446.947 ms | 17 - 29 MB | NPU
102
+ | BEVFusionEncoder2 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 2184.698 ms | 17 - 26 MB | NPU
103
+ | BEVFusionEncoder3 | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 356.475 ms | 610 - 610 MB | NPU
104
+ | BEVFusionEncoder3 | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 700.333 ms | 610 - 610 MB | NPU
105
+ | BEVFusionEncoder3 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 594.808 ms | 576 - 587 MB | NPU
106
+ | BEVFusionEncoder3 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 498.309 ms | 568 - 580 MB | NPU
107
+ | BEVFusionEncoder3 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 370.881 ms | 514 - 523 MB | NPU
108
+ | BEVFusionEncoder3 | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 359.01 ms | 610 - 610 MB | NPU
109
+ | BEVFusionEncoder3 | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 694.577 ms | 610 - 610 MB | NPU
110
+ | BEVFusionEncoder3 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 588.733 ms | 609 - 620 MB | NPU
111
+ | BEVFusionEncoder3 | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8275 (Proxy) | 1174.864 ms | 610 - 619 MB | NPU
112
+ | BEVFusionEncoder3 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | 498.238 ms | 609 - 622 MB | NPU
113
+ | BEVFusionEncoder3 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 369.237 ms | 609 - 620 MB | NPU
114
+ | BEVFusionEncoder4 | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 7.846 ms | 14 - 14 MB | NPU
115
+ | BEVFusionEncoder4 | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 12.094 ms | 18 - 18 MB | NPU
116
+ | BEVFusionEncoder4 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 9.303 ms | 33 - 40 MB | NPU
117
+ | BEVFusionEncoder4 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 7.68 ms | 13 - 24 MB | NPU
118
+ | BEVFusionEncoder4 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 6.78 ms | 31 - 41 MB | NPU
119
+ | BEVFusionEncoder4 | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 8.539 ms | 19 - 19 MB | NPU
120
+ | BEVFusionEncoder4 | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 12.05 ms | 19 - 19 MB | NPU
121
+ | BEVFusionEncoder4 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 9.156 ms | 19 - 26 MB | NPU
122
+ | BEVFusionEncoder4 | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8275 (Proxy) | 25.214 ms | 18 - 26 MB | NPU
123
+ | BEVFusionEncoder4 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | 7.846 ms | 18 - 27 MB | NPU
124
+ | BEVFusionEncoder4 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 6.809 ms | 18 - 28 MB | NPU
125
 
126
  ## License
127
  * The license for the original implementation of BEVFusion can be found