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v0.60.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.60.0 for changelog.

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  1. README.md +98 -111
  2. release_assets.json +29 -38
README.md CHANGED
@@ -14,7 +14,7 @@ pipeline_tag: other
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  BeVFusion is a machine learning model for generating a birds eye view represenation from the sensors(cameras) mounted on a vehicle.
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  This is based on the implementation of BEVFusion found [here](https://github.com/mit-han-lab/bevfusion).
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- This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.59.0/src/qai_hub_models/models/bevfusion_det) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
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  Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
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@@ -27,141 +27,128 @@ 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 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.59.0/bevfusion_det-precompiled_qnn_onnx-float-qualcomm_snapdragon_x2_elite.zip)
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- | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.59.0/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 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.59.0/bevfusion_det-precompiled_qnn_onnx-float-qualcomm_snapdragon_8gen3.zip)
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- | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 1 Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.59.0/bevfusion_det-precompiled_qnn_onnx-float-qualcomm_snapdragon_8gen1.zip)
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- | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.59.0/bevfusion_det-precompiled_qnn_onnx-float-qualcomm_qcs8550_proxy.zip)
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- | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.59.0/bevfusion_det-precompiled_qnn_onnx-float-qualcomm_qcs9075.zip)
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- | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Mobile | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.59.0/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 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.59.0/bevfusion_det-precompiled_qnn_onnx-float-qualcomm_snapdragon_8_elite_gen5_for_galaxy.zip)
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- | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.59.0/bevfusion_det-qnn_context_binary-float-qualcomm_snapdragon_x2_elite.zip)
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- | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.59.0/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 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.59.0/bevfusion_det-qnn_context_binary-float-qualcomm_snapdragon_8gen3.zip)
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- | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 1 Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.59.0/bevfusion_det-qnn_context_binary-float-qualcomm_snapdragon_8gen1.zip)
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- | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.59.0/bevfusion_det-qnn_context_binary-float-qualcomm_qcs8550_proxy.zip)
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- | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.59.0/bevfusion_det-qnn_context_binary-float-qualcomm_sa8775p.zip)
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- | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ IQ-9075 | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.59.0/bevfusion_det-qnn_context_binary-float-qualcomm_qcs9075.zip)
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- | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.59.0/bevfusion_det-qnn_context_binary-float-qualcomm_sa7255p.zip)
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- | QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.59.0/bevfusion_det-qnn_context_binary-float-qualcomm_sa8295p.zip)
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- | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.59.0/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 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.59.0/bevfusion_det-qnn_context_binary-float-qualcomm_snapdragon_8_elite_gen5_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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52
 
53
  ### Option 2: Export with Custom Configurations
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55
- Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.59.0/src/qai_hub_models/models/bevfusion_det) Python library to compile and export the model with your own:
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  - Custom weights (e.g., fine-tuned checkpoints)
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  - Custom input shapes
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  - Target device and runtime configurations
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60
  This option is ideal if you need to customize the model beyond the default configuration provided here.
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62
- See our repository for [BEVFusion on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.59.0/src/qai_hub_models/models/bevfusion_det) for usage instructions.
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64
  ## Model Details
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  **Model Type:** Model_use_case.driver_assistance
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  **Model Stats:**
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- - Model checkpoint: camera-only-det.pth
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  - Input resolution: 1 x 6 x 3 x 256 x 704
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- - Number of parameters: 44M
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  - Model size: 171 MB
 
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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® X2 Elite | 7.058 ms | 22 - 22 MB | NPU
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- | decoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 13.132 ms | 24 - 24 MB | NPU
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- | decoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 9.805 ms | 15 - 21 MB | NPU
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- | decoder | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 23.875 ms | 14 - 17 MB | NPU
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- | decoder | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 13.132 ms | 24 - 24 MB | NPU
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- | decoder | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 7.75 ms | 12 - 23 MB | NPU
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- | decoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Mobile | 7.75 ms | 12 - 23 MB | NPU
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- | decoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.847 ms | 12 - 21 MB | NPU
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  | decoder | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 7.452 ms | 5 - 5 MB | NPU
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- | decoder | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 13.299 ms | 5 - 5 MB | NPU
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- | decoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 9.765 ms | 5 - 12 MB | NPU
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- | decoder | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ QCS8275 | 92.825 ms | 1 - 9 MB | NPU
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- | decoder | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 23.77 ms | 1 - 7 MB | NPU
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- | decoder | QNN_CONTEXT_BINARY | float | Qualcomm® SA8650P | 23.77 ms | 1 - 7 MB | NPU
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- | decoder | QNN_CONTEXT_BINARY | float | Qualcomm® SA8255P | 23.77 ms | 1 - 7 MB | NPU
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- | decoder | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ IQ-9075 | 23.8 ms | 5 - 16 MB | NPU
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- | decoder | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ IQ-X7181 | 13.299 ms | 5 - 5 MB | NPU
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- | decoder | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ Q-8750 | 7.683 ms | 0 - 13 MB | NPU
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- | decoder | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | 92.825 ms | 1 - 9 MB | NPU
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- | decoder | QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | 26.042 ms | 3 - 9 MB | NPU
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- | decoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Mobile | 7.683 ms | 0 - 13 MB | NPU
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- | decoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.857 ms | 5 - 14 MB | NPU
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- | encoder_1 | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 387.616 ms | 66 - 66 MB | NPU
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- | encoder_1 | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 702.011 ms | 95 - 95 MB | NPU
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- | encoder_1 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 522.888 ms | 48 - 59 MB | NPU
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- | encoder_1 | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 704.454 ms | 12 - 27 MB | NPU
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- | encoder_1 | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 702.011 ms | 95 - 95 MB | NPU
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- | encoder_1 | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 441.914 ms | 39 - 51 MB | NPU
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- | encoder_1 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Mobile | 441.914 ms | 39 - 51 MB | NPU
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- | encoder_1 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 354.626 ms | 37 - 50 MB | NPU
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- | encoder_1 | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 386.886 ms | 12 - 12 MB | NPU
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- | encoder_1 | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 680.764 ms | 12 - 12 MB | NPU
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- | encoder_1 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 522.087 ms | 13 - 20 MB | NPU
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- | encoder_1 | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ QCS8275 | 1072.306 ms | 1 - 10 MB | NPU
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- | encoder_1 | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 720.832 ms | 0 - 9 MB | NPU
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- | encoder_1 | QNN_CONTEXT_BINARY | float | Qualcomm® SA8650P | 720.832 ms | 0 - 9 MB | NPU
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- | encoder_1 | QNN_CONTEXT_BINARY | float | Qualcomm® SA8255P | 720.832 ms | 0 - 9 MB | NPU
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- | encoder_1 | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ IQ-9075 | 704.672 ms | 12 - 43 MB | NPU
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- | encoder_1 | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ IQ-X7181 | 680.764 ms | 12 - 12 MB | NPU
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- | encoder_1 | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ Q-8750 | 437.709 ms | 12 - 25 MB | NPU
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- | encoder_1 | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | 1072.306 ms | 1 - 10 MB | NPU
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- | encoder_1 | QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | 815.58 ms | 2 - 7 MB | NPU
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- | encoder_1 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Mobile | 437.709 ms | 12 - 25 MB | NPU
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- | encoder_1 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 353.355 ms | 12 - 21 MB | NPU
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- | encoder_2 | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 2338.207 ms | 1058 - 1058 MB | NPU
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- | encoder_2 | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 3425.657 ms | 1058 - 1058 MB | NPU
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- | encoder_2 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 2782.685 ms | 515 - 523 MB | NPU
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- | encoder_2 | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 3415.905 ms | 349 - 351 MB | NPU
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- | encoder_2 | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 3425.657 ms | 1058 - 1058 MB | NPU
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- | encoder_2 | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 2442.465 ms | 430 - 441 MB | NPU
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- | encoder_2 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Mobile | 2442.465 ms | 430 - 441 MB | NPU
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- | encoder_2 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2166.846 ms | 426 - 433 MB | NPU
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- | encoder_2 | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 2339.692 ms | 17 - 17 MB | NPU
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- | encoder_2 | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 3499.553 ms | 17 - 17 MB | NPU
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- | encoder_2 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 2751.19 ms | 17 - 31 MB | NPU
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- | encoder_2 | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ QCS8275 | 5464.042 ms | 16 - 25 MB | NPU
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- | encoder_2 | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 3379.014 ms | 17 - 27 MB | NPU
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- | encoder_2 | QNN_CONTEXT_BINARY | float | Qualcomm® SA8650P | 3379.014 ms | 17 - 27 MB | NPU
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- | encoder_2 | QNN_CONTEXT_BINARY | float | Qualcomm® SA8255P | 3379.014 ms | 17 - 27 MB | NPU
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- | encoder_2 | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ IQ-9075 | 3415.334 ms | 17 - 644 MB | NPU
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- | encoder_2 | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ IQ-X7181 | 3499.553 ms | 17 - 17 MB | NPU
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- | encoder_2 | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ Q-8750 | 2448.897 ms | 5 - 17 MB | NPU
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- | encoder_2 | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | 5464.042 ms | 16 - 25 MB | NPU
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- | encoder_2 | QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | 3686.792 ms | 1 - 11 MB | NPU
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- | encoder_2 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Mobile | 2448.897 ms | 5 - 17 MB | NPU
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- | encoder_2 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 2156.726 ms | 7 - 20 MB | NPU
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- | encoder_3 | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 7.932 ms | 18 - 18 MB | NPU
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- | encoder_3 | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 11.76 ms | 18 - 18 MB | NPU
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- | encoder_3 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 9.166 ms | 33 - 40 MB | NPU
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- | encoder_3 | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 15.338 ms | 18 - 39 MB | NPU
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- | encoder_3 | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 11.76 ms | 18 - 18 MB | NPU
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- | encoder_3 | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 7.718 ms | 13 - 24 MB | NPU
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- | encoder_3 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Mobile | 7.718 ms | 13 - 24 MB | NPU
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- | encoder_3 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 6.79 ms | 14 - 21 MB | NPU
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- | encoder_3 | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 8.455 ms | 19 - 19 MB | NPU
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- | encoder_3 | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 12.22 ms | 19 - 19 MB | NPU
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- | encoder_3 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 9.128 ms | 19 - 26 MB | NPU
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- | encoder_3 | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ QCS8275 | 25.378 ms | 18 - 27 MB | NPU
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- | encoder_3 | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 15.129 ms | 18 - 28 MB | NPU
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- | encoder_3 | QNN_CONTEXT_BINARY | float | Qualcomm® SA8650P | 15.129 ms | 18 - 28 MB | NPU
157
- | encoder_3 | QNN_CONTEXT_BINARY | float | Qualcomm® SA8255P | 15.129 ms | 18 - 28 MB | NPU
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- | encoder_3 | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ IQ-9075 | 16.206 ms | 18 - 43 MB | NPU
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- | encoder_3 | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ IQ-X7181 | 12.22 ms | 19 - 19 MB | NPU
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- | encoder_3 | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ Q-8750 | 7.677 ms | 17 - 30 MB | NPU
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- | encoder_3 | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | 25.378 ms | 18 - 27 MB | NPU
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- | encoder_3 | QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | 14.877 ms | 1 - 6 MB | NPU
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- | encoder_3 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Mobile | 7.677 ms | 17 - 30 MB | NPU
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- | encoder_3 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 6.764 ms | 17 - 26 MB | NPU
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166
  ## License
167
  * The license for the original implementation of BEVFusion can be found
 
14
  BeVFusion is a machine learning model for generating a birds eye view represenation from the sensors(cameras) mounted on a vehicle.
15
 
16
  This is based on the implementation of BEVFusion found [here](https://github.com/mit-han-lab/bevfusion).
17
+ This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.60.0/src/qai_hub_models/models/bevfusion_det) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
18
 
19
  Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
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28
  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
30
+ | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.60.0/bevfusion_det-precompiled_qnn_onnx-float-qualcomm_snapdragon_x2_elite.zip)
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+ | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.60.0/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 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.60.0/bevfusion_det-precompiled_qnn_onnx-float-qualcomm_snapdragon_8gen3.zip)
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+ | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.60.0/bevfusion_det-precompiled_qnn_onnx-float-qualcomm_qcs8275.zip)
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+ | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.60.0/bevfusion_det-precompiled_qnn_onnx-float-qualcomm_qcs8550_proxy.zip)
35
+ | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.60.0/bevfusion_det-precompiled_qnn_onnx-float-qualcomm_qcs9075.zip)
36
+ | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Mobile | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.60.0/bevfusion_det-precompiled_qnn_onnx-float-qualcomm_snapdragon_8_elite_for_galaxy.zip)
37
+ | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.60.0/bevfusion_det-precompiled_qnn_onnx-float-qualcomm_snapdragon_8_elite_gen5_for_galaxy.zip)
38
+ | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.60.0/bevfusion_det-qnn_context_binary-float-qualcomm_snapdragon_x2_elite.zip)
39
+ | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.60.0/bevfusion_det-qnn_context_binary-float-qualcomm_snapdragon_x_elite.zip)
40
+ | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.60.0/bevfusion_det-qnn_context_binary-float-qualcomm_snapdragon_8gen3.zip)
41
+ | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ IQ-8275 | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.60.0/bevfusion_det-qnn_context_binary-float-qualcomm_qcs8275.zip)
42
+ | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.60.0/bevfusion_det-qnn_context_binary-float-qualcomm_qcs8550_proxy.zip)
43
+ | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.60.0/bevfusion_det-qnn_context_binary-float-qualcomm_sa8775p.zip)
44
+ | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ IQ-9075 | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.60.0/bevfusion_det-qnn_context_binary-float-qualcomm_qcs9075.zip)
45
+ | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.60.0/bevfusion_det-qnn_context_binary-float-qualcomm_sa7255p.zip)
46
+ | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.60.0/bevfusion_det-qnn_context_binary-float-qualcomm_snapdragon_8_elite_for_galaxy.zip)
47
+ | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.60.0/bevfusion_det-qnn_context_binary-float-qualcomm_snapdragon_8_elite_gen5_for_galaxy.zip)
 
48
 
49
  For more device-specific assets and performance metrics, visit **[BEVFusion on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/bevfusion_det)**.
50
 
51
 
52
  ### Option 2: Export with Custom Configurations
53
 
54
+ Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.60.0/src/qai_hub_models/models/bevfusion_det) Python library to compile and export the model with your own:
55
  - Custom weights (e.g., fine-tuned checkpoints)
56
  - Custom input shapes
57
  - Target device and runtime configurations
58
 
59
  This option is ideal if you need to customize the model beyond the default configuration provided here.
60
 
61
+ See our repository for [BEVFusion on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.60.0/src/qai_hub_models/models/bevfusion_det) for usage instructions.
62
 
63
  ## Model Details
64
 
65
  **Model Type:** Model_use_case.driver_assistance
66
 
67
  **Model Stats:**
 
68
  - Input resolution: 1 x 6 x 3 x 256 x 704
69
+ - Model checkpoint: camera-only-det.pth
70
  - Model size: 171 MB
71
+ - Number of parameters: 44M
72
 
73
  ## Performance Summary
74
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
75
  |---|---|---|---|---|---|---
76
+ | decoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 7.039 ms | 22 - 22 MB | NPU
77
+ | decoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 13.035 ms | 24 - 24 MB | NPU
78
+ | decoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 9.797 ms | 17 - 25 MB | NPU
79
+ | decoder | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 13.035 ms | 24 - 24 MB | NPU
80
+ | decoder | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 7.795 ms | 10 - 21 MB | NPU
81
+ | decoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Mobile | 7.795 ms | 10 - 21 MB | NPU
82
+ | decoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.853 ms | 12 - 19 MB | NPU
 
83
  | decoder | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 7.452 ms | 5 - 5 MB | NPU
84
+ | decoder | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 13.182 ms | 5 - 5 MB | NPU
85
+ | decoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 9.785 ms | 5 - 13 MB | NPU
86
+ | decoder | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ IQ-8275 | 92.803 ms | 2 - 11 MB | NPU
87
+ | decoder | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 23.773 ms | 1 - 11 MB | NPU
88
+ | decoder | QNN_CONTEXT_BINARY | float | Qualcomm® SA8650P | 23.773 ms | 1 - 11 MB | NPU
89
+ | decoder | QNN_CONTEXT_BINARY | float | Qualcomm® SA8255P | 23.773 ms | 1 - 11 MB | NPU
90
+ | decoder | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ IQ-X7181 | 13.182 ms | 5 - 5 MB | NPU
91
+ | decoder | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ Q-8750 | 7.753 ms | 5 - 18 MB | NPU
92
+ | decoder | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | 92.803 ms | 2 - 11 MB | NPU
93
+ | decoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Mobile | 7.753 ms | 5 - 18 MB | NPU
94
+ | decoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.856 ms | 5 - 14 MB | NPU
95
+ | encoder_1 | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 385.627 ms | 66 - 66 MB | NPU
96
+ | encoder_1 | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 703.001 ms | 96 - 96 MB | NPU
97
+ | encoder_1 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 527.67 ms | 32 - 44 MB | NPU
98
+ | encoder_1 | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 703.001 ms | 96 - 96 MB | NPU
99
+ | encoder_1 | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 439.344 ms | 38 - 51 MB | NPU
100
+ | encoder_1 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Mobile | 439.344 ms | 38 - 51 MB | NPU
101
+ | encoder_1 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 354.758 ms | 39 - 51 MB | NPU
102
+ | encoder_1 | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 386.846 ms | 12 - 12 MB | NPU
103
+ | encoder_1 | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 681.099 ms | 12 - 12 MB | NPU
104
+ | encoder_1 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 522.996 ms | 13 - 20 MB | NPU
105
+ | encoder_1 | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ IQ-8275 | 1074.397 ms | 1 - 10 MB | NPU
106
+ | encoder_1 | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 719.816 ms | 1 - 10 MB | NPU
107
+ | encoder_1 | QNN_CONTEXT_BINARY | float | Qualcomm® SA8650P | 719.816 ms | 1 - 10 MB | NPU
108
+ | encoder_1 | QNN_CONTEXT_BINARY | float | Qualcomm® SA8255P | 719.816 ms | 1 - 10 MB | NPU
109
+ | encoder_1 | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ IQ-X7181 | 681.099 ms | 12 - 12 MB | NPU
110
+ | encoder_1 | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ Q-8750 | 440.415 ms | 12 - 22 MB | NPU
111
+ | encoder_1 | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | 1074.397 ms | 1 - 10 MB | NPU
112
+ | encoder_1 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Mobile | 440.415 ms | 12 - 22 MB | NPU
113
+ | encoder_1 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 353.204 ms | 1 - 10 MB | NPU
114
+ | encoder_2 | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 2440.591 ms | 1058 - 1058 MB | NPU
115
+ | encoder_2 | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 3513.444 ms | 1058 - 1058 MB | NPU
116
+ | encoder_2 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 2764.452 ms | 603 - 609 MB | NPU
117
+ | encoder_2 | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 3513.444 ms | 1058 - 1058 MB | NPU
118
+ | encoder_2 | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 2557.109 ms | 572 - 580 MB | NPU
119
+ | encoder_2 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Mobile | 2557.109 ms | 572 - 580 MB | NPU
120
+ | encoder_2 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2290.709 ms | 454 - 461 MB | NPU
121
+ | encoder_2 | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 2433.074 ms | 17 - 17 MB | NPU
122
+ | encoder_2 | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 3432.657 ms | 17 - 17 MB | NPU
123
+ | encoder_2 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 2890.192 ms | 17 - 29 MB | NPU
124
+ | encoder_2 | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ IQ-8275 | 5507.939 ms | 15 - 24 MB | NPU
125
+ | encoder_2 | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 3441.107 ms | 1 - 12 MB | NPU
126
+ | encoder_2 | QNN_CONTEXT_BINARY | float | Qualcomm® SA8650P | 3441.107 ms | 1 - 12 MB | NPU
127
+ | encoder_2 | QNN_CONTEXT_BINARY | float | Qualcomm® SA8255P | 3441.107 ms | 1 - 12 MB | NPU
128
+ | encoder_2 | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ IQ-X7181 | 3432.657 ms | 17 - 17 MB | NPU
129
+ | encoder_2 | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ Q-8750 | 2551.968 ms | 6 - 15 MB | NPU
130
+ | encoder_2 | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | 5507.939 ms | 15 - 24 MB | NPU
131
+ | encoder_2 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Mobile | 2551.968 ms | 6 - 15 MB | NPU
132
+ | encoder_2 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 2271.59 ms | 24 - 34 MB | NPU
133
+ | encoder_3 | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 7.894 ms | 18 - 18 MB | NPU
134
+ | encoder_3 | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 11.681 ms | 19 - 19 MB | NPU
135
+ | encoder_3 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 9.118 ms | 30 - 37 MB | NPU
136
+ | encoder_3 | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 11.681 ms | 19 - 19 MB | NPU
137
+ | encoder_3 | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 7.825 ms | 11 - 19 MB | NPU
138
+ | encoder_3 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Mobile | 7.825 ms | 11 - 19 MB | NPU
139
+ | encoder_3 | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 6.758 ms | 11 - 19 MB | NPU
140
+ | encoder_3 | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 8.55 ms | 19 - 19 MB | NPU
141
+ | encoder_3 | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 12.265 ms | 19 - 19 MB | NPU
142
+ | encoder_3 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 9.199 ms | 19 - 26 MB | NPU
143
+ | encoder_3 | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ IQ-8275 | 25.314 ms | 18 - 26 MB | NPU
144
+ | encoder_3 | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 15.182 ms | 18 - 28 MB | NPU
145
+ | encoder_3 | QNN_CONTEXT_BINARY | float | Qualcomm® SA8650P | 15.182 ms | 18 - 28 MB | NPU
146
+ | encoder_3 | QNN_CONTEXT_BINARY | float | Qualcomm® SA8255P | 15.182 ms | 18 - 28 MB | NPU
147
+ | encoder_3 | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ IQ-X7181 | 12.265 ms | 19 - 19 MB | NPU
148
+ | encoder_3 | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ Q-8750 | 7.779 ms | 14 - 23 MB | NPU
149
+ | encoder_3 | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | 25.314 ms | 18 - 26 MB | NPU
150
+ | encoder_3 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Mobile | 7.779 ms | 14 - 23 MB | NPU
151
+ | encoder_3 | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 6.754 ms | 13 - 21 MB | NPU
 
 
 
 
 
 
 
 
 
 
 
152
 
153
  ## License
154
  * The license for the original implementation of BEVFusion can be found
release_assets.json CHANGED
@@ -1,51 +1,56 @@
1
  {
2
- "version": "0.59.0",
3
  "precisions": {
4
  "float": {
5
  "chipset_assets": {
6
- "qualcomm-qcs8550-proxy": {
7
  "precompiled_qnn_onnx": {
8
  "tool_versions": {
9
  "qairt": "2.45.0.260326154327"
10
  },
11
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.59.0/bevfusion_det-precompiled_qnn_onnx-float-qualcomm_qcs8550_proxy.zip"
12
  },
13
  "qnn_context_binary": {
14
  "tool_versions": {
15
  "qairt": "2.45.0.260326154327"
16
  },
17
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.59.0/bevfusion_det-qnn_context_binary-float-qualcomm_qcs8550_proxy.zip"
18
  }
19
  },
20
- "qualcomm-qcs9075": {
21
  "precompiled_qnn_onnx": {
22
  "tool_versions": {
23
- "qairt": "2.45.0.260326154327",
24
- "onnx_runtime": "1.27.1"
25
  },
26
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.59.0/bevfusion_det-precompiled_qnn_onnx-float-qualcomm_qcs9075.zip"
27
  },
28
  "qnn_context_binary": {
29
  "tool_versions": {
30
  "qairt": "2.45.0.260326154327"
31
  },
32
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.59.0/bevfusion_det-qnn_context_binary-float-qualcomm_qcs9075.zip"
33
  }
34
  },
35
- "qualcomm-sa7255p": {
 
 
 
 
 
 
36
  "qnn_context_binary": {
37
  "tool_versions": {
38
  "qairt": "2.45.0.260326154327"
39
  },
40
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.59.0/bevfusion_det-qnn_context_binary-float-qualcomm_sa7255p.zip"
41
  }
42
  },
43
- "qualcomm-sa8295p": {
44
  "qnn_context_binary": {
45
  "tool_versions": {
46
  "qairt": "2.45.0.260326154327"
47
  },
48
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.59.0/bevfusion_det-qnn_context_binary-float-qualcomm_sa8295p.zip"
49
  }
50
  },
51
  "qualcomm-sa8775p": {
@@ -53,7 +58,7 @@
53
  "tool_versions": {
54
  "qairt": "2.45.0.260326154327"
55
  },
56
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.59.0/bevfusion_det-qnn_context_binary-float-qualcomm_sa8775p.zip"
57
  }
58
  },
59
  "qualcomm-snapdragon-8-elite-for-galaxy": {
@@ -62,13 +67,13 @@
62
  "qairt": "2.45.0.260326154327",
63
  "onnx_runtime": "1.27.1"
64
  },
65
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.59.0/bevfusion_det-precompiled_qnn_onnx-float-qualcomm_snapdragon_8_elite_for_galaxy.zip"
66
  },
67
  "qnn_context_binary": {
68
  "tool_versions": {
69
  "qairt": "2.45.0.260326154327"
70
  },
71
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.59.0/bevfusion_det-qnn_context_binary-float-qualcomm_snapdragon_8_elite_for_galaxy.zip"
72
  }
73
  },
74
  "qualcomm-snapdragon-8-elite-gen5-for-galaxy": {
@@ -77,27 +82,13 @@
77
  "qairt": "2.45.0.260326154327",
78
  "onnx_runtime": "1.27.1"
79
  },
80
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.59.0/bevfusion_det-precompiled_qnn_onnx-float-qualcomm_snapdragon_8_elite_gen5_for_galaxy.zip"
81
- },
82
- "qnn_context_binary": {
83
- "tool_versions": {
84
- "qairt": "2.45.0.260326154327"
85
- },
86
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.59.0/bevfusion_det-qnn_context_binary-float-qualcomm_snapdragon_8_elite_gen5_for_galaxy.zip"
87
- }
88
- },
89
- "qualcomm-snapdragon-8gen1": {
90
- "precompiled_qnn_onnx": {
91
- "tool_versions": {
92
- "qairt": "2.45.0.260326154327"
93
- },
94
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.59.0/bevfusion_det-precompiled_qnn_onnx-float-qualcomm_snapdragon_8gen1.zip"
95
  },
96
  "qnn_context_binary": {
97
  "tool_versions": {
98
  "qairt": "2.45.0.260326154327"
99
  },
100
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.59.0/bevfusion_det-qnn_context_binary-float-qualcomm_snapdragon_8gen1.zip"
101
  }
102
  },
103
  "qualcomm-snapdragon-8gen3": {
@@ -106,13 +97,13 @@
106
  "qairt": "2.45.0.260326154327",
107
  "onnx_runtime": "1.27.1"
108
  },
109
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.59.0/bevfusion_det-precompiled_qnn_onnx-float-qualcomm_snapdragon_8gen3.zip"
110
  },
111
  "qnn_context_binary": {
112
  "tool_versions": {
113
  "qairt": "2.45.0.260326154327"
114
  },
115
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.59.0/bevfusion_det-qnn_context_binary-float-qualcomm_snapdragon_8gen3.zip"
116
  }
117
  },
118
  "qualcomm-snapdragon-x-elite": {
@@ -121,13 +112,13 @@
121
  "qairt": "2.45.0.260326154327",
122
  "onnx_runtime": "1.27.1"
123
  },
124
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.59.0/bevfusion_det-precompiled_qnn_onnx-float-qualcomm_snapdragon_x_elite.zip"
125
  },
126
  "qnn_context_binary": {
127
  "tool_versions": {
128
  "qairt": "2.45.0.260326154327"
129
  },
130
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.59.0/bevfusion_det-qnn_context_binary-float-qualcomm_snapdragon_x_elite.zip"
131
  }
132
  },
133
  "qualcomm-snapdragon-x2-elite": {
@@ -136,13 +127,13 @@
136
  "qairt": "2.45.0.260326154327",
137
  "onnx_runtime": "1.27.1"
138
  },
139
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.59.0/bevfusion_det-precompiled_qnn_onnx-float-qualcomm_snapdragon_x2_elite.zip"
140
  },
141
  "qnn_context_binary": {
142
  "tool_versions": {
143
  "qairt": "2.45.0.260326154327"
144
  },
145
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.59.0/bevfusion_det-qnn_context_binary-float-qualcomm_snapdragon_x2_elite.zip"
146
  }
147
  }
148
  }
 
1
  {
2
+ "version": "0.60.0",
3
  "precisions": {
4
  "float": {
5
  "chipset_assets": {
6
+ "qualcomm-qcs8275": {
7
  "precompiled_qnn_onnx": {
8
  "tool_versions": {
9
  "qairt": "2.45.0.260326154327"
10
  },
11
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.60.0/bevfusion_det-precompiled_qnn_onnx-float-qualcomm_qcs8275.zip"
12
  },
13
  "qnn_context_binary": {
14
  "tool_versions": {
15
  "qairt": "2.45.0.260326154327"
16
  },
17
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.60.0/bevfusion_det-qnn_context_binary-float-qualcomm_qcs8275.zip"
18
  }
19
  },
20
+ "qualcomm-qcs8550-proxy": {
21
  "precompiled_qnn_onnx": {
22
  "tool_versions": {
23
+ "qairt": "2.45.0.260326154327"
 
24
  },
25
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.60.0/bevfusion_det-precompiled_qnn_onnx-float-qualcomm_qcs8550_proxy.zip"
26
  },
27
  "qnn_context_binary": {
28
  "tool_versions": {
29
  "qairt": "2.45.0.260326154327"
30
  },
31
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.60.0/bevfusion_det-qnn_context_binary-float-qualcomm_qcs8550_proxy.zip"
32
  }
33
  },
34
+ "qualcomm-qcs9075": {
35
+ "precompiled_qnn_onnx": {
36
+ "tool_versions": {
37
+ "qairt": "2.45.0.260326154327"
38
+ },
39
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.60.0/bevfusion_det-precompiled_qnn_onnx-float-qualcomm_qcs9075.zip"
40
+ },
41
  "qnn_context_binary": {
42
  "tool_versions": {
43
  "qairt": "2.45.0.260326154327"
44
  },
45
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.60.0/bevfusion_det-qnn_context_binary-float-qualcomm_qcs9075.zip"
46
  }
47
  },
48
+ "qualcomm-sa7255p": {
49
  "qnn_context_binary": {
50
  "tool_versions": {
51
  "qairt": "2.45.0.260326154327"
52
  },
53
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.60.0/bevfusion_det-qnn_context_binary-float-qualcomm_sa7255p.zip"
54
  }
55
  },
56
  "qualcomm-sa8775p": {
 
58
  "tool_versions": {
59
  "qairt": "2.45.0.260326154327"
60
  },
61
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.60.0/bevfusion_det-qnn_context_binary-float-qualcomm_sa8775p.zip"
62
  }
63
  },
64
  "qualcomm-snapdragon-8-elite-for-galaxy": {
 
67
  "qairt": "2.45.0.260326154327",
68
  "onnx_runtime": "1.27.1"
69
  },
70
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.60.0/bevfusion_det-precompiled_qnn_onnx-float-qualcomm_snapdragon_8_elite_for_galaxy.zip"
71
  },
72
  "qnn_context_binary": {
73
  "tool_versions": {
74
  "qairt": "2.45.0.260326154327"
75
  },
76
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.60.0/bevfusion_det-qnn_context_binary-float-qualcomm_snapdragon_8_elite_for_galaxy.zip"
77
  }
78
  },
79
  "qualcomm-snapdragon-8-elite-gen5-for-galaxy": {
 
82
  "qairt": "2.45.0.260326154327",
83
  "onnx_runtime": "1.27.1"
84
  },
85
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.60.0/bevfusion_det-precompiled_qnn_onnx-float-qualcomm_snapdragon_8_elite_gen5_for_galaxy.zip"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
86
  },
87
  "qnn_context_binary": {
88
  "tool_versions": {
89
  "qairt": "2.45.0.260326154327"
90
  },
91
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.60.0/bevfusion_det-qnn_context_binary-float-qualcomm_snapdragon_8_elite_gen5_for_galaxy.zip"
92
  }
93
  },
94
  "qualcomm-snapdragon-8gen3": {
 
97
  "qairt": "2.45.0.260326154327",
98
  "onnx_runtime": "1.27.1"
99
  },
100
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.60.0/bevfusion_det-precompiled_qnn_onnx-float-qualcomm_snapdragon_8gen3.zip"
101
  },
102
  "qnn_context_binary": {
103
  "tool_versions": {
104
  "qairt": "2.45.0.260326154327"
105
  },
106
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.60.0/bevfusion_det-qnn_context_binary-float-qualcomm_snapdragon_8gen3.zip"
107
  }
108
  },
109
  "qualcomm-snapdragon-x-elite": {
 
112
  "qairt": "2.45.0.260326154327",
113
  "onnx_runtime": "1.27.1"
114
  },
115
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.60.0/bevfusion_det-precompiled_qnn_onnx-float-qualcomm_snapdragon_x_elite.zip"
116
  },
117
  "qnn_context_binary": {
118
  "tool_versions": {
119
  "qairt": "2.45.0.260326154327"
120
  },
121
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.60.0/bevfusion_det-qnn_context_binary-float-qualcomm_snapdragon_x_elite.zip"
122
  }
123
  },
124
  "qualcomm-snapdragon-x2-elite": {
 
127
  "qairt": "2.45.0.260326154327",
128
  "onnx_runtime": "1.27.1"
129
  },
130
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.60.0/bevfusion_det-precompiled_qnn_onnx-float-qualcomm_snapdragon_x2_elite.zip"
131
  },
132
  "qnn_context_binary": {
133
  "tool_versions": {
134
  "qairt": "2.45.0.260326154327"
135
  },
136
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevfusion_det/releases/v0.60.0/bevfusion_det-qnn_context_binary-float-qualcomm_snapdragon_x2_elite.zip"
137
  }
138
  }
139
  }