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SalsaNext

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v0.51.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.51.0 for changelog.

Files changed (2) hide show
  1. README.md +26 -46
  2. release_assets.json +29 -1
README.md CHANGED
@@ -27,10 +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/salsanext/releases/v0.50.2/salsanext-onnx-float.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/salsanext/releases/v0.50.2/salsanext-qnn_dlc-float.zip)
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- | QNN_DLC | w8a16 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/salsanext/releases/v0.50.2/salsanext-qnn_dlc-w8a16.zip)
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- | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/salsanext/releases/v0.50.2/salsanext-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[SalsaNext on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/salsanext)**.
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@@ -59,48 +58,29 @@ See our repository for [SalsaNext on GitHub](https://github.com/qualcomm/ai-hub-
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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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- | SalsaNext | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 15.587 ms | 14 - 204 MB | NPU
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- | SalsaNext | ONNX | float | Snapdragon® X2 Elite | 15.046 ms | 33 - 33 MB | NPU
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- | SalsaNext | ONNX | float | Snapdragon® X Elite | 32.536 ms | 33 - 33 MB | NPU
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- | SalsaNext | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 25.689 ms | 25 - 294 MB | NPU
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- | SalsaNext | ONNX | float | Qualcomm® QCS8550 (Proxy) | 33.869 ms | 23 - 25 MB | NPU
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- | SalsaNext | ONNX | float | Qualcomm® QCS9075 | 40.203 ms | 24 - 27 MB | NPU
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- | SalsaNext | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 18.598 ms | 23 - 212 MB | NPU
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- | SalsaNext | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 18.513 ms | 13 - 209 MB | NPU
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- | SalsaNext | ONNX | w8a16 | Snapdragon® X2 Elite | 16.597 ms | 16 - 16 MB | NPU
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- | SalsaNext | ONNX | w8a16 | Snapdragon® X Elite | 34.38 ms | 18 - 18 MB | NPU
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- | SalsaNext | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 29.374 ms | 15 - 304 MB | NPU
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- | SalsaNext | ONNX | w8a16 | Qualcomm® QCS6490 | 3794.996 ms | 357 - 361 MB | CPU
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- | SalsaNext | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 36.105 ms | 10 - 22 MB | NPU
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- | SalsaNext | ONNX | w8a16 | Qualcomm® QCS9075 | 34.234 ms | 14 - 17 MB | NPU
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- | SalsaNext | ONNX | w8a16 | Qualcomm® QCM6690 | 2029.684 ms | 327 - 336 MB | CPU
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- | SalsaNext | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 24.348 ms | 12 - 211 MB | NPU
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- | SalsaNext | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1829.089 ms | 389 - 398 MB | CPU
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- | SalsaNext | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 15.371 ms | 3 - 191 MB | NPU
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- | SalsaNext | QNN_DLC | float | Snapdragon® X2 Elite | 14.969 ms | 3 - 3 MB | NPU
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- | SalsaNext | QNN_DLC | float | Snapdragon® X Elite | 30.163 ms | 3 - 3 MB | NPU
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- | SalsaNext | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 22.362 ms | 0 - 261 MB | NPU
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- | SalsaNext | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 117.213 ms | 1 - 177 MB | NPU
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- | SalsaNext | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 30.523 ms | 3 - 63 MB | NPU
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- | SalsaNext | QNN_DLC | float | Qualcomm® QCS9075 | 40.093 ms | 3 - 17 MB | NPU
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- | SalsaNext | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 54.675 ms | 0 - 295 MB | NPU
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- | SalsaNext | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 21.137 ms | 3 - 187 MB | NPU
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- | SalsaNext | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 19.798 ms | 1 - 314 MB | NPU
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- | SalsaNext | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 18.42 ms | 1 - 1 MB | NPU
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- | SalsaNext | QNN_DLC | w8a16 | Snapdragon® X Elite | 43.732 ms | 1 - 1 MB | NPU
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- | SalsaNext | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 34.125 ms | 1 - 368 MB | NPU
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- | SalsaNext | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 76.99 ms | 1 - 257 MB | NPU
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- | SalsaNext | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 45.505 ms | 1 - 3 MB | NPU
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- | SalsaNext | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 49.855 ms | 3 - 11 MB | NPU
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- | SalsaNext | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 84.019 ms | 1 - 423 MB | NPU
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- | SalsaNext | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 28.605 ms | 1 - 276 MB | NPU
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- | SalsaNext | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 15.369 ms | 10 - 198 MB | NPU
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- | SalsaNext | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 22.213 ms | 0 - 265 MB | NPU
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- | SalsaNext | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 116.748 ms | 10 - 188 MB | NPU
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- | SalsaNext | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 30.621 ms | 6 - 8 MB | NPU
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- | SalsaNext | TFLITE | float | Qualcomm® QCS9075 | 39.69 ms | 10 - 38 MB | NPU
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- | SalsaNext | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 55.919 ms | 0 - 302 MB | NPU
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- | SalsaNext | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 18.403 ms | 9 - 195 MB | NPU
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  ## License
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  * The license for the original implementation of SalsaNext can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
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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/salsanext/releases/v0.51.0/salsanext-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/salsanext/releases/v0.51.0/salsanext-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/salsanext/releases/v0.51.0/salsanext-tflite-float.zip)
 
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  For more device-specific assets and performance metrics, visit **[SalsaNext on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/salsanext)**.
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58
  ## Performance Summary
59
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
60
  |---|---|---|---|---|---|---
61
+ | SalsaNext | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 15.552 ms | 24 - 215 MB | NPU
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+ | SalsaNext | ONNX | float | Snapdragon® X2 Elite | 15.019 ms | 33 - 33 MB | NPU
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+ | SalsaNext | ONNX | float | Snapdragon® X Elite | 32.491 ms | 33 - 33 MB | NPU
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+ | SalsaNext | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 25.566 ms | 24 - 291 MB | NPU
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+ | SalsaNext | ONNX | float | Qualcomm® QCS8550 (Proxy) | 34.308 ms | 23 - 26 MB | NPU
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+ | SalsaNext | ONNX | float | Qualcomm® QCS9075 | 39.967 ms | 23 - 25 MB | NPU
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+ | SalsaNext | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 18.538 ms | 23 - 207 MB | NPU
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+ | SalsaNext | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 13.225 ms | 3 - 290 MB | NPU
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+ | SalsaNext | QNN_DLC | float | Snapdragon® X2 Elite | 13.855 ms | 3 - 3 MB | NPU
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+ | SalsaNext | QNN_DLC | float | Snapdragon® X Elite | 31.846 ms | 3 - 3 MB | NPU
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+ | SalsaNext | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 25.362 ms | 2 - 333 MB | NPU
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+ | SalsaNext | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 118.541 ms | 1 - 247 MB | NPU
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+ | SalsaNext | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 33.142 ms | 3 - 5 MB | NPU
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+ | SalsaNext | QNN_DLC | float | Qualcomm® QCS9075 | 37.152 ms | 3 - 17 MB | NPU
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+ | SalsaNext | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 65.734 ms | 2 - 346 MB | NPU
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+ | SalsaNext | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 18.532 ms | 2 - 269 MB | NPU
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+ | SalsaNext | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 13.192 ms | 10 - 296 MB | NPU
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+ | SalsaNext | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 25.707 ms | 7 - 341 MB | NPU
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+ | SalsaNext | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 118.704 ms | 10 - 257 MB | NPU
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+ | SalsaNext | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 33.655 ms | 5 - 7 MB | NPU
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+ | SalsaNext | TFLITE | float | Qualcomm® QCS9075 | 37.293 ms | 10 - 39 MB | NPU
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+ | SalsaNext | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 66.995 ms | 10 - 358 MB | NPU
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+ | SalsaNext | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 18.601 ms | 8 - 277 MB | NPU
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ## License
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  * The license for the original implementation of SalsaNext can be found
release_assets.json CHANGED
@@ -1 +1,29 @@
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- {"version":"0.50.2","precisions":{"float":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/salsanext/releases/v0.50.2/salsanext-onnx-float.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/salsanext/releases/v0.50.2/salsanext-qnn_dlc-float.zip"},"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.19.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/salsanext/releases/v0.50.2/salsanext-tflite-float.zip"}}},"w8a16":{"universal_assets":{"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/salsanext/releases/v0.50.2/salsanext-qnn_dlc-w8a16.zip"}}}}}
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "version": "0.51.0",
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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/salsanext/releases/v0.51.0/salsanext-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/salsanext/releases/v0.51.0/salsanext-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/salsanext/releases/v0.51.0/salsanext-onnx-float.zip"
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+ }
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+ }
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+ }
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+ }
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+ }