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v0.53.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.53.0 for changelog.

Files changed (2) hide show
  1. README.md +41 -32
  2. release_assets.json +5 -5
README.md CHANGED
@@ -27,9 +27,9 @@ 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 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/act/releases/v0.52.0/act-onnx-float.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/act/releases/v0.52.0/act-qnn_dlc-float.zip)
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- | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/act/releases/v0.52.0/act-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[ACT on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/act)**.
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@@ -58,35 +58,44 @@ See our repository for [ACT on GitHub](https://github.com/qualcomm/ai-hub-models
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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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- | ACT | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.495 ms | 0 - 331 MB | NPU
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- | ACT | ONNX | float | Snapdragon® X2 Elite | 6.193 ms | 63 - 63 MB | NPU
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- | ACT | ONNX | float | Snapdragon® X Elite | 11.892 ms | 62 - 62 MB | NPU
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- | ACT | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 8.135 ms | 0 - 381 MB | NPU
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- | ACT | ONNX | float | Qualcomm® QCS8550 (Proxy) | 11.384 ms | 0 - 132 MB | NPU
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- | ACT | ONNX | float | Qualcomm® QCS9075 | 18.91 ms | 4 - 10 MB | NPU
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- | ACT | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 6.583 ms | 1 - 329 MB | NPU
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- | ACT | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.732 ms | 4 - 296 MB | NPU
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- | ACT | QNN_DLC | float | Snapdragon® X2 Elite | 4.833 ms | 4 - 4 MB | NPU
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- | ACT | QNN_DLC | float | Snapdragon® X Elite | 9.168 ms | 4 - 4 MB | NPU
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- | ACT | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 6.074 ms | 0 - 339 MB | NPU
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- | ACT | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 44.738 ms | 1 - 285 MB | NPU
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- | ACT | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 8.621 ms | 4 - 41 MB | NPU
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- | ACT | QNN_DLC | float | Qualcomm® SA8775P | 13.824 ms | 2 - 269 MB | NPU
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- | ACT | QNN_DLC | float | Qualcomm® QCS9075 | 16.165 ms | 4 - 9 MB | NPU
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- | ACT | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 16.472 ms | 2 - 252 MB | NPU
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- | ACT | QNN_DLC | float | Qualcomm® SA7255P | 44.738 ms | 1 - 285 MB | NPU
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- | ACT | QNN_DLC | float | Qualcomm® SA8295P | 15.267 ms | 0 - 205 MB | NPU
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- | ACT | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.701 ms | 4 - 273 MB | NPU
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- | ACT | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.738 ms | 0 - 320 MB | NPU
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- | ACT | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 6.111 ms | 0 - 413 MB | NPU
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- | ACT | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 44.773 ms | 0 - 325 MB | NPU
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- | ACT | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 8.582 ms | 0 - 3 MB | NPU
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- | ACT | TFLITE | float | Qualcomm® SA8775P | 13.826 ms | 0 - 278 MB | NPU
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- | ACT | TFLITE | float | Qualcomm® QCS9075 | 15.195 ms | 0 - 71 MB | NPU
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- | ACT | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 16.382 ms | 0 - 269 MB | NPU
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- | ACT | TFLITE | float | Qualcomm® SA7255P | 44.773 ms | 0 - 325 MB | NPU
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- | ACT | TFLITE | float | Qualcomm® SA8295P | 15.762 ms | 0 - 208 MB | NPU
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- | ACT | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.734 ms | 0 - 282 MB | NPU
 
 
 
 
 
 
 
 
 
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  ## License
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  * The license for the original implementation of ACT can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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+ | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/act/releases/v0.53.0/act-onnx-float.zip)
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+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/act/releases/v0.53.0/act-qnn_dlc-float.zip)
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+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/act/releases/v0.53.0/act-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[ACT on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/act)**.
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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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+ | ACT | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.482 ms | 4 - 334 MB | NPU
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+ | ACT | ONNX | float | Snapdragon® 8 Elite Mobile | 6.546 ms | 1 - 327 MB | NPU
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+ | ACT | ONNX | float | Snapdragon® X2 Elite | 6.197 ms | 63 - 63 MB | NPU
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+ | ACT | ONNX | float | Snapdragon® X Elite | 11.86 ms | 62 - 62 MB | NPU
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+ | ACT | ONNX | float | Snapdragon® X Elite | 11.86 ms | 62 - 62 MB | NPU
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+ | ACT | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 8.093 ms | 1 - 376 MB | NPU
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+ | ACT | ONNX | float | Qualcomm® QCS8550 (Proxy) | 11.198 ms | 0 - 80 MB | NPU
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+ | ACT | ONNX | float | Qualcomm® QCS9075 | 18.545 ms | 4 - 10 MB | NPU
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+ | ACT | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 6.546 ms | 1 - 327 MB | NPU
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+ | ACT | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.732 ms | 1 - 293 MB | NPU
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+ | ACT | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 4.691 ms | 0 - 270 MB | NPU
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+ | ACT | QNN_DLC | float | Snapdragon® X2 Elite | 4.849 ms | 4 - 4 MB | NPU
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+ | ACT | QNN_DLC | float | Snapdragon® X Elite | 9.15 ms | 4 - 4 MB | NPU
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+ | ACT | QNN_DLC | float | Snapdragon® X Elite | 9.15 ms | 4 - 4 MB | NPU
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+ | ACT | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 6.075 ms | 0 - 336 MB | NPU
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+ | ACT | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 44.727 ms | 1 - 284 MB | NPU
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+ | ACT | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 8.602 ms | 4 - 6 MB | NPU
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+ | ACT | QNN_DLC | float | Qualcomm® SA8775P | 13.803 ms | 1 - 268 MB | NPU
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+ | ACT | QNN_DLC | float | Qualcomm® SA8775P | 13.803 ms | 1 - 268 MB | NPU
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+ | ACT | QNN_DLC | float | Qualcomm® SA8775P | 13.803 ms | 1 - 268 MB | NPU
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+ | ACT | QNN_DLC | float | Qualcomm® QCS9075 | 15.829 ms | 6 - 11 MB | NPU
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+ | ACT | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 16.564 ms | 3 - 251 MB | NPU
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+ | ACT | QNN_DLC | float | Qualcomm® SA7255P | 44.727 ms | 1 - 284 MB | NPU
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+ | ACT | QNN_DLC | float | Qualcomm® SA8295P | 15.238 ms | 0 - 205 MB | NPU
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+ | ACT | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.691 ms | 0 - 270 MB | NPU
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+ | ACT | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.74 ms | 0 - 321 MB | NPU
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+ | ACT | TFLITE | float | Snapdragon® 8 Elite Mobile | 4.738 ms | 0 - 283 MB | NPU
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+ | ACT | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 6.11 ms | 0 - 404 MB | NPU
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+ | ACT | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 44.747 ms | 0 - 326 MB | NPU
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+ | ACT | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 8.48 ms | 0 - 3 MB | NPU
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+ | ACT | TFLITE | float | Qualcomm® SA8775P | 13.848 ms | 0 - 279 MB | NPU
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+ | ACT | TFLITE | float | Qualcomm® SA8775P | 13.848 ms | 0 - 279 MB | NPU
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+ | ACT | TFLITE | float | Qualcomm® SA8775P | 13.848 ms | 0 - 279 MB | NPU
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+ | ACT | TFLITE | float | Qualcomm® QCS9075 | 15.297 ms | 0 - 71 MB | NPU
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+ | ACT | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 16.405 ms | 0 - 269 MB | NPU
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+ | ACT | TFLITE | float | Qualcomm® SA7255P | 44.747 ms | 0 - 326 MB | NPU
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+ | ACT | TFLITE | float | Qualcomm® SA8295P | 15.764 ms | 0 - 208 MB | NPU
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+ | ACT | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.738 ms | 0 - 283 MB | NPU
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  ## License
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  * The license for the original implementation of ACT can be found
release_assets.json CHANGED
@@ -1,27 +1,27 @@
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  {
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- "version": "0.52.0",
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  "precisions": {
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  "float": {
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  "universal_assets": {
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  "tflite": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327",
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- "litert": "1.4.2"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/act/releases/v0.52.0/act-tflite-float.zip"
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  },
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  "qnn_dlc": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/act/releases/v0.52.0/act-qnn_dlc-float.zip"
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  },
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  "onnx": {
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  "tool_versions": {
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  "qairt": "2.42.0.251225135753_193295",
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  "onnx_runtime": "1.24.3"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/act/releases/v0.52.0/act-onnx-float.zip"
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  }
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  }
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  }
 
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  {
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+ "version": "0.53.0",
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  "precisions": {
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  "float": {
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  "universal_assets": {
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  "tflite": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327",
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+ "litert": "1.4.3"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/act/releases/v0.53.0/act-tflite-float.zip"
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  },
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  "qnn_dlc": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/act/releases/v0.53.0/act-qnn_dlc-float.zip"
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  },
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  "onnx": {
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  "tool_versions": {
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  "qairt": "2.42.0.251225135753_193295",
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  "onnx_runtime": "1.24.3"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/act/releases/v0.53.0/act-onnx-float.zip"
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  }
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  }
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  }