v0.62.0

See https://github.com/qualcomm/ai-hub-models/releases/v0.62.0 for changelog.

README.md

@@ -14,7 +14,7 @@ pipeline_tag: other
 
 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.
 
-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/v0.61.0/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).
+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/v0.62.0/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).
 
 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.
 
@@ -27,22 +27,22 @@ Below are pre-exported model assets ready for deployment.
 
 | Runtime | Precision | Chipset | SDK Versions | Download |
 |---|---|---|---|---|
-| ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/statetransformer/releases/v0.61.0/statetransformer-onnx-float.zip)
-| TFLITE | float | Universal |  | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/statetransformer/releases/v0.61.0/statetransformer-tflite-float.zip)
+| ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/statetransformer/releases/v0.62.0/statetransformer-onnx-float.zip)
+| TFLITE | float | Universal |  | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/statetransformer/releases/v0.62.0/statetransformer-tflite-float.zip)
 
 For more device-specific assets and performance metrics, visit **[StateTransformer on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/statetransformer)**.
 
 
 ### Option 2: Export with Custom Configurations
 
-Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.61.0/src/qai_hub_models/models/statetransformer) Python library to compile and export the model with your own:
+Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.62.0/src/qai_hub_models/models/statetransformer) Python library to compile and export the model with your own:
 - Custom weights (e.g., fine-tuned checkpoints)
 - Custom input shapes
 - Target device and runtime configurations
 
 This option is ideal if you need to customize the model beyond the default configuration provided here.
 
-See our repository for [StateTransformer on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.61.0/src/qai_hub_models/models/statetransformer) for usage instructions.
+See our repository for [StateTransformer on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.62.0/src/qai_hub_models/models/statetransformer) for usage instructions.
 
 ## Model Details
 
@@ -57,24 +57,21 @@ See our repository for [StateTransformer on GitHub](https://github.com/qualcomm/
 ## Performance Summary
 | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
 |---|---|---|---|---|---|---
-| StateTransformer | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 995.717 ms | 67 - 3980 MB | NPU
-| StateTransformer | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 772.753 ms | 90 - 3001 MB | NPU
-| StateTransformer | ONNX | float | Snapdragon® 8 Elite Mobile | 772.753 ms | 90 - 3001 MB | NPU
-| StateTransformer | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 570.224 ms | 300 - 314 MB | CPU
-| StateTransformer | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 808.833 ms | 450 - 470 MB | CPU
-| StateTransformer | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 1009.236 ms | 450 - 870 MB | CPU
-| StateTransformer | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 992.253 ms | 451 - 463 MB | CPU
-| StateTransformer | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 683.321 ms | 414 - 479 MB | CPU
-| StateTransformer | TFLITE | float | Qualcomm® SA8775P | 792.928 ms | 452 - 465 MB | CPU
+| StateTransformer | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 291.136 ms | 200 - 5703 MB | NPU
+| StateTransformer | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 349.435 ms | 100 - 142 MB | NPU
+| StateTransformer | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 373.184 ms | 196 - 200 MB | NPU
+| StateTransformer | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 315.741 ms | 106 - 147 MB | NPU
+| StateTransformer | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 236.364 ms | 168 - 5681 MB | NPU
+| StateTransformer | ONNX | float | Snapdragon® 8 Elite Mobile | 236.364 ms | 168 - 5681 MB | NPU
+| StateTransformer | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 212.445 ms | 183 - 5749 MB | NPU
+| StateTransformer | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 1528.046 ms | 294 - 816 MB | CPU
+| StateTransformer | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1115.87 ms | 241 - 394 MB | CPU
 | StateTransformer | TFLITE | float | Qualcomm® SA8650P | 792.928 ms | 452 - 465 MB | CPU
 | StateTransformer | TFLITE | float | Qualcomm® SA8255P | 792.928 ms | 452 - 465 MB | CPU
 | StateTransformer | TFLITE | float | Qualcomm® QCS8450 | 808.833 ms | 450 - 470 MB | CPU
-| StateTransformer | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 823.467 ms | 297 - 718 MB | CPU
-| StateTransformer | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 423.179 ms | 227 - 243 MB | CPU
-| StateTransformer | TFLITE | float | Qualcomm® SA7255P | 992.253 ms | 451 - 463 MB | CPU
-| StateTransformer | TFLITE | float | Qualcomm® SA8295P | 652.289 ms | 372 - 380 MB | CPU
-| StateTransformer | TFLITE | float | Snapdragon® 8 Elite Mobile | 423.179 ms | 227 - 243 MB | CPU
-| StateTransformer | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 295.32 ms | 364 - 379 MB | CPU
+| StateTransformer | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 1309.723 ms | 293 - 815 MB | CPU
+| StateTransformer | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 645.781 ms | 267 - 4157 MB | CPU
+| StateTransformer | TFLITE | float | Snapdragon® 8 Elite Mobile | 645.781 ms | 267 - 4157 MB | CPU
 
 ## License
 * The license for the original implementation of StateTransformer can be found

release_assets.json

@@ -1,5 +1,5 @@
 {
-    "version": "0.61.0",
+    "version": "0.62.0",
     "precisions": {
         "float": {
             "universal_assets": {
@@ -8,11 +8,11 @@
                         "qairt": "2.45.0.260326154327",
                         "onnx_runtime": "1.27.1"
                     },
-                    "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/statetransformer/releases/v0.61.0/statetransformer-onnx-float.zip"
+                    "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/statetransformer/releases/v0.62.0/statetransformer-onnx-float.zip"
                 },
                 "tflite": {
                     "tool_versions": {},
-                    "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/statetransformer/releases/v0.61.0/statetransformer-tflite-float.zip"
+                    "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/statetransformer/releases/v0.62.0/statetransformer-tflite-float.zip"
                 }
             }
         }