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v0.56.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.56.0 for changelog.

Files changed (2) hide show
  1. README.md +42 -41
  2. release_assets.json +6 -6
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 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/act/releases/v0.55.0/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/v0.55.0/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/v0.55.0/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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@@ -58,44 +58,45 @@ 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 | 5.851 ms | 4 - 426 MB | NPU
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- | ACT | ONNX | float | Snapdragon® X2 Elite | 6.772 ms | 209 - 209 MB | NPU
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- | ACT | ONNX | float | Snapdragon® X Elite | 12.196 ms | 177 - 177 MB | NPU
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- | ACT | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 8.49 ms | 4 - 499 MB | NPU
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- | ACT | ONNX | float | Qualcomm® QCS8550 (Proxy) | 11.546 ms | 4 - 124 MB | NPU
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- | ACT | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 6.822 ms | 0 - 422 MB | NPU
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- | ACT | ONNX | float | Qualcomm® QCS9075 | 19.721 ms | 4 - 49 MB | NPU
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- | ACT | ONNX | float | Qualcomm® QCS8750 | 6.822 ms | 0 - 422 MB | NPU
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- | ACT | ONNX | float | Qualcomm® QCS7181 | 12.196 ms | 177 - 177 MB | NPU
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- | ACT | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.732 ms | 3 - 294 MB | NPU
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- | ACT | QNN_DLC | float | Snapdragon® X2 Elite | 4.835 ms | 4 - 4 MB | NPU
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- | ACT | QNN_DLC | float | Snapdragon® X Elite | 9.215 ms | 4 - 4 MB | NPU
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- | ACT | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 6.058 ms | 4 - 341 MB | NPU
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- | ACT | QNN_DLC | float | Qualcomm® QCS8275 | 44.729 ms | 1 - 286 MB | NPU
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- | ACT | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 8.582 ms | 4 - 6 MB | NPU
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- | ACT | QNN_DLC | float | Qualcomm® SA8775P | 13.806 ms | 0 - 268 MB | NPU
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- | ACT | QNN_DLC | float | Qualcomm® SA8650P | 13.806 ms | 0 - 268 MB | NPU
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- | ACT | QNN_DLC | float | Qualcomm® SA8255P | 13.806 ms | 0 - 268 MB | NPU
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- | ACT | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 16.484 ms | 2 - 250 MB | NPU
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- | ACT | QNN_DLC | float | Qualcomm® SA7255P | 44.729 ms | 1 - 286 MB | NPU
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- | ACT | QNN_DLC | float | Qualcomm® SA8295P | 15.24 ms | 0 - 204 MB | NPU
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- | ACT | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.698 ms | 4 - 274 MB | NPU
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- | ACT | QNN_DLC | float | Qualcomm® QCS9075 | 15.182 ms | 4 - 9 MB | NPU
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- | ACT | QNN_DLC | float | Qualcomm® QCS8750 | 4.698 ms | 4 - 274 MB | NPU
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- | ACT | QNN_DLC | float | Qualcomm® QCS7181 | 9.215 ms | 4 - 4 MB | NPU
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- | ACT | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.736 ms | 0 - 319 MB | NPU
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- | ACT | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 6.109 ms | 0 - 411 MB | NPU
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- | ACT | TFLITE | float | Qualcomm® QCS8275 | 44.754 ms | 0 - 325 MB | NPU
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- | ACT | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 8.402 ms | 0 - 3 MB | NPU
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- | ACT | TFLITE | float | Qualcomm® SA8775P | 13.782 ms | 0 - 279 MB | NPU
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- | ACT | TFLITE | float | Qualcomm® SA8650P | 13.782 ms | 0 - 279 MB | NPU
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- | ACT | TFLITE | float | Qualcomm® SA8255P | 13.782 ms | 0 - 279 MB | NPU
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- | ACT | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 16.426 ms | 0 - 269 MB | NPU
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- | ACT | TFLITE | float | Qualcomm® SA7255P | 44.754 ms | 0 - 325 MB | NPU
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- | ACT | TFLITE | float | Qualcomm® SA8295P | 15.732 ms | 0 - 207 MB | NPU
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- | ACT | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.733 ms | 0 - 282 MB | NPU
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- | ACT | TFLITE | float | Qualcomm® QCS9075 | 15.187 ms | 0 - 71 MB | NPU
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- | ACT | TFLITE | float | Qualcomm® QCS8750 | 4.733 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 |
29
  |---|---|---|---|---|
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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/act/releases/v0.56.0/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/v0.56.0/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/v0.56.0/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
60
  |---|---|---|---|---|---|---
61
+ | ACT | ONNX | float | Snapdragon® X2 Elite | 6.721 ms | 209 - 209 MB | NPU
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+ | ACT | ONNX | float | Snapdragon® X Elite | 12.758 ms | 149 - 149 MB | NPU
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+ | ACT | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 8.59 ms | 4 - 501 MB | NPU
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+ | ACT | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 19.508 ms | 4 - 309 MB | NPU
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+ | ACT | ONNX | float | Qualcomm® QCS8550 (Proxy) | 12.422 ms | 0 - 80 MB | NPU
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+ | ACT | ONNX | float | Qualcomm® QCS8450 | 19.508 ms | 4 - 309 MB | NPU
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+ | ACT | ONNX | float | Snapdragon® 8 Elite Mobile | 6.84 ms | 0 - 412 MB | NPU
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+ | ACT | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.977 ms | 2 - 442 MB | NPU
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+ | ACT | ONNX | float | Qualcomm® QCS9075 | 20.199 ms | 4 - 49 MB | NPU
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+ | ACT | ONNX | float | Qualcomm® QCS8750 | 6.84 ms | 0 - 412 MB | NPU
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+ | ACT | ONNX | float | Qualcomm® QCS7181 | 12.758 ms | 149 - 149 MB | NPU
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+ | ACT | QNN_DLC | float | Snapdragon® X2 Elite | 4.896 ms | 4 - 4 MB | NPU
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+ | ACT | QNN_DLC | float | Snapdragon® X Elite | 9.178 ms | 4 - 4 MB | NPU
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+ | ACT | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 6.066 ms | 0 - 338 MB | NPU
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+ | ACT | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 16.407 ms | 4 - 253 MB | NPU
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+ | ACT | QNN_DLC | float | Qualcomm® QCS8275 | 44.737 ms | 0 - 284 MB | NPU
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+ | ACT | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 8.548 ms | 4 - 26 MB | NPU
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+ | ACT | QNN_DLC | float | Qualcomm® QCS8450 | 16.407 ms | 4 - 253 MB | NPU
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+ | ACT | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 4.696 ms | 4 - 272 MB | NPU
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+ | ACT | QNN_DLC | float | Qualcomm® SA8295P | 15.267 ms | 2 - 206 MB | NPU
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+ | ACT | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.751 ms | 3 - 299 MB | NPU
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+ | ACT | QNN_DLC | float | Qualcomm® SA7255P | 44.737 ms | 0 - 284 MB | NPU
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+ | ACT | QNN_DLC | float | Qualcomm® QCS9075 | 15.789 ms | 4 - 9 MB | NPU
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+ | ACT | QNN_DLC | float | Qualcomm® QCS8750 | 4.696 ms | 4 - 272 MB | NPU
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+ | ACT | QNN_DLC | float | Qualcomm® QCS7181 | 9.178 ms | 4 - 4 MB | NPU
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+ | ACT | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 6.106 ms | 0 - 415 MB | NPU
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+ | ACT | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 16.399 ms | 0 - 271 MB | NPU
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+ | ACT | TFLITE | float | Qualcomm® QCS8275 | 44.759 ms | 0 - 330 MB | NPU
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+ | ACT | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 8.581 ms | 0 - 4 MB | NPU
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+ | ACT | TFLITE | float | Qualcomm® SA8775P | 323.031 ms | 3 - 13 MB | CPU
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+ | ACT | TFLITE | float | Qualcomm® SA8650P | 323.031 ms | 3 - 13 MB | CPU
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+ | ACT | TFLITE | float | Qualcomm® SA8255P | 323.031 ms | 3 - 13 MB | CPU
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+ | ACT | TFLITE | float | Qualcomm® QCS8450 | 16.399 ms | 0 - 271 MB | NPU
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+ | ACT | TFLITE | float | Snapdragon® 8 Elite Mobile | 4.728 ms | 0 - 284 MB | NPU
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+ | ACT | TFLITE | float | Qualcomm® SA8295P | 15.759 ms | 0 - 209 MB | NPU
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+ | ACT | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.754 ms | 0 - 324 MB | NPU
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+ | ACT | TFLITE | float | Qualcomm® SA7255P | 44.759 ms | 0 - 330 MB | NPU
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+ | ACT | TFLITE | float | Qualcomm® QCS9075 | 15.175 ms | 0 - 71 MB | NPU
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+ | ACT | TFLITE | float | Qualcomm® QCS8750 | 4.728 ms | 0 - 284 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": "0.55.0",
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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/v0.55.0/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/v0.55.0/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": "1.25.0"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/act/releases/v0.55.0/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": "0.56.0",
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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": "1.4.4"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/act/releases/v0.56.0/act-tflite-float.zip"
12
  },
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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/v0.56.0/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": "2.45.0.260326154327",
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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/act/releases/v0.56.0/act-onnx-float.zip"
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  }
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  }
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  }