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v0.58.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.58.0 for changelog.

Files changed (2) hide show
  1. README.md +22 -22
  2. release_assets.json +3 -3
README.md CHANGED
@@ -14,7 +14,7 @@ pipeline_tag: other
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  StateTransformer is a transformer-based model designed for trajectory prediction in self-driving scenarios. It integrates rasterized map data, agent context, and temporal dynamics to generate accurate future trajectories.
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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/v0.57.3/src/qai_hub_models/models/statetransformer) 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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@@ -27,22 +27,22 @@ 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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- | ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/statetransformer/releases/v0.57.3/statetransformer-onnx-float.zip)
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- | TFLITE | float | Universal | | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/statetransformer/releases/v0.57.3/statetransformer-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[StateTransformer on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/statetransformer)**.
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  ### Option 2: Export with Custom Configurations
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- Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.57.3/src/qai_hub_models/models/statetransformer) 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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  This option is ideal if you need to customize the model beyond the default configuration provided here.
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- See our repository for [StateTransformer on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.57.3/src/qai_hub_models/models/statetransformer) for usage instructions.
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  ## Model Details
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@@ -57,23 +57,23 @@ See our repository for [StateTransformer on GitHub](https://github.com/qualcomm/
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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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- | StateTransformer | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 936.793 ms | 43 - 3945 MB | NPU
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- | StateTransformer | ONNX | float | Snapdragon® 8 Elite Mobile | 779.452 ms | 86 - 2997 MB | NPU
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- | StateTransformer | ONNX | float | Qualcomm® QCS8750 | 779.452 ms | 86 - 2997 MB | NPU
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- | StateTransformer | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 466.663 ms | 211 - 224 MB | CPU
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- | StateTransformer | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 683.234 ms | 355 - 375 MB | CPU
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- | StateTransformer | TFLITE | float | Qualcomm® QCS8275 | 925.56 ms | 456 - 468 MB | CPU
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- | StateTransformer | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 580.352 ms | 413 - 533 MB | CPU
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- | StateTransformer | TFLITE | float | Qualcomm® SA8775P | 729.826 ms | 462 - 474 MB | CPU
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- | StateTransformer | TFLITE | float | Qualcomm® SA8650P | 729.826 ms | 462 - 474 MB | CPU
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- | StateTransformer | TFLITE | float | Qualcomm® SA8255P | 729.826 ms | 462 - 474 MB | CPU
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- | StateTransformer | TFLITE | float | Qualcomm® QCS8450 | 683.234 ms | 355 - 375 MB | CPU
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- | StateTransformer | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 252.238 ms | 242 - 258 MB | CPU
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- | StateTransformer | TFLITE | float | Qualcomm® SA7255P | 925.56 ms | 456 - 468 MB | CPU
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- | StateTransformer | TFLITE | float | Snapdragon® 8 Elite Mobile | 372.611 ms | 222 - 236 MB | CPU
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- | StateTransformer | TFLITE | float | Qualcomm® QCS9075 | 771.389 ms | 239 - 659 MB | CPU
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- | StateTransformer | TFLITE | float | Qualcomm® SA8295P | 606.084 ms | 409 - 418 MB | CPU
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- | StateTransformer | TFLITE | float | Qualcomm® QCS8750 | 372.611 ms | 222 - 236 MB | CPU
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  ## License
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  * The license for the original implementation of StateTransformer can be found
 
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  StateTransformer is a transformer-based model designed for trajectory prediction in self-driving scenarios. It integrates rasterized map data, agent context, and temporal dynamics to generate accurate future trajectories.
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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/v0.58.0/src/qai_hub_models/models/statetransformer) 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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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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+ | ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/statetransformer/releases/v0.58.0/statetransformer-onnx-float.zip)
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+ | TFLITE | float | Universal | | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/statetransformer/releases/v0.58.0/statetransformer-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[StateTransformer on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/statetransformer)**.
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  ### Option 2: Export with Custom Configurations
37
 
38
+ Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.58.0/src/qai_hub_models/models/statetransformer) Python library to compile and export the model with your own:
39
  - Custom weights (e.g., fine-tuned checkpoints)
40
  - Custom input shapes
41
  - Target device and runtime configurations
42
 
43
  This option is ideal if you need to customize the model beyond the default configuration provided here.
44
 
45
+ See our repository for [StateTransformer on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.58.0/src/qai_hub_models/models/statetransformer) for usage instructions.
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  ## Model Details
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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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+ | StateTransformer | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 942.691 ms | 38 - 3955 MB | NPU
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+ | StateTransformer | ONNX | float | Snapdragon® 8 Elite Mobile | 772.05 ms | 92 - 3005 MB | NPU
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+ | StateTransformer | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 772.05 ms | 92 - 3005 MB | NPU
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+ | StateTransformer | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 492.878 ms | 214 - 227 MB | CPU
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+ | StateTransformer | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 716.881 ms | 431 - 450 MB | CPU
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+ | StateTransformer | TFLITE | float | Qualcomm® QCS8275 | 939.423 ms | 451 - 464 MB | CPU
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+ | StateTransformer | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 600.517 ms | 462 - 527 MB | CPU
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+ | StateTransformer | TFLITE | float | Qualcomm® SA8775P | 732.464 ms | 440 - 452 MB | CPU
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+ | StateTransformer | TFLITE | float | Qualcomm® SA8650P | 732.464 ms | 440 - 452 MB | CPU
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+ | StateTransformer | TFLITE | float | Qualcomm® SA8255P | 732.464 ms | 440 - 452 MB | CPU
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+ | StateTransformer | TFLITE | float | Qualcomm® QCS8450 | 716.881 ms | 431 - 450 MB | CPU
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+ | StateTransformer | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 763.505 ms | 249 - 670 MB | CPU
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+ | StateTransformer | TFLITE | float | Snapdragon® 8 Elite Mobile | 378.063 ms | 262 - 272 MB | CPU
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+ | StateTransformer | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 252.775 ms | 229 - 243 MB | CPU
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+ | StateTransformer | TFLITE | float | Qualcomm® SA7255P | 939.423 ms | 451 - 464 MB | CPU
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+ | StateTransformer | TFLITE | float | Qualcomm® SA8295P | 611.176 ms | 381 - 390 MB | CPU
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+ | StateTransformer | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 378.063 ms | 262 - 272 MB | CPU
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  ## License
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  * The license for the original implementation of StateTransformer can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
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  {
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- "version": "0.57.3",
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  "precisions": {
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  "float": {
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  "universal_assets": {
@@ -7,14 +7,14 @@
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  "tool_versions": {
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  "litert": "1.4.4"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/statetransformer/releases/v0.57.3/statetransformer-tflite-float.zip"
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  },
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  "onnx": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327",
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  "onnx_runtime": "1.25.0"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/statetransformer/releases/v0.57.3/statetransformer-onnx-float.zip"
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  }
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  }
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  }
 
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  {
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+ "version": "0.58.0",
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  "precisions": {
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  "float": {
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  "universal_assets": {
 
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  "tool_versions": {
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  "litert": "1.4.4"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/statetransformer/releases/v0.58.0/statetransformer-tflite-float.zip"
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  },
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  "onnx": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327",
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  "onnx_runtime": "1.25.0"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/statetransformer/releases/v0.58.0/statetransformer-onnx-float.zip"
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  }
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  }
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  }