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Video-MAE

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v0.50.2

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See https://github.com/qualcomm/ai-hub-models/releases/v0.50.2 for changelog.

Files changed (2) hide show
  1. README.md +43 -42
  2. release_assets.json +1 -1
README.md CHANGED
@@ -28,11 +28,10 @@ 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 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/video_mae/releases/v0.50.1/video_mae-onnx-float.zip)
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- | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/video_mae/releases/v0.50.1/video_mae-onnx-w8a16.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/video_mae/releases/v0.50.1/video_mae-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/video_mae/releases/v0.50.1/video_mae-qnn_dlc-w8a16.zip)
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- | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/video_mae/releases/v0.50.1/video_mae-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[Video-MAE on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/video_mae)**.
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@@ -61,43 +60,45 @@ See our repository for [Video-MAE 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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- | Video-MAE | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 445.683 ms | 9 - 1065 MB | NPU
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- | Video-MAE | ONNX | float | Snapdragon® X2 Elite | 464.546 ms | 188 - 188 MB | NPU
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- | Video-MAE | ONNX | float | Snapdragon® X Elite | 668.505 ms | 188 - 188 MB | NPU
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- | Video-MAE | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 387.58 ms | 2 - 1237 MB | NPU
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- | Video-MAE | ONNX | float | Qualcomm® QCS8550 (Proxy) | 645.578 ms | 0 - 219 MB | NPU
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- | Video-MAE | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 394.065 ms | 3 - 981 MB | NPU
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- | Video-MAE | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 324.004 ms | 5 - 1549 MB | NPU
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- | Video-MAE | ONNX | w8a16 | Snapdragon® X2 Elite | 323.982 ms | 123 - 123 MB | NPU
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- | Video-MAE | ONNX | w8a16 | Snapdragon® X Elite | 489.248 ms | 129 - 129 MB | NPU
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- | Video-MAE | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 447.019 ms | 5 - 1862 MB | NPU
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- | Video-MAE | ONNX | w8a16 | Qualcomm® QCS6490 | 9030.378 ms | 368 - 385 MB | CPU
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- | Video-MAE | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 474.16 ms | 0 - 166 MB | NPU
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- | Video-MAE | ONNX | w8a16 | Qualcomm® QCM6690 | 4430.795 ms | 331 - 343 MB | CPU
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- | Video-MAE | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 277.84 ms | 1 - 1538 MB | NPU
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- | Video-MAE | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 4366.928 ms | 332 - 345 MB | CPU
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- | Video-MAE | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 322.542 ms | 9 - 943 MB | NPU
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- | Video-MAE | QNN_DLC | float | Snapdragon® X2 Elite | 250.291 ms | 9 - 9 MB | NPU
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- | Video-MAE | QNN_DLC | float | Snapdragon® X Elite | 1308.489 ms | 9 - 9 MB | NPU
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- | Video-MAE | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 414.552 ms | 8 - 1110 MB | NPU
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- | Video-MAE | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 2501.763 ms | 2 - 891 MB | NPU
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- | Video-MAE | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1250.286 ms | 9 - 699 MB | NPU
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- | Video-MAE | QNN_DLC | float | Qualcomm® SA8775P | 1300.648 ms | 0 - 888 MB | NPU
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- | Video-MAE | QNN_DLC | float | Qualcomm® QCS9075 | 520.331 ms | 11 - 22 MB | NPU
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- | Video-MAE | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 583.27 ms | 9 - 1024 MB | NPU
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- | Video-MAE | QNN_DLC | float | Qualcomm® SA7255P | 2501.763 ms | 2 - 891 MB | NPU
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- | Video-MAE | QNN_DLC | float | Qualcomm® SA8295P | 655.984 ms | 0 - 842 MB | NPU
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- | Video-MAE | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 307.095 ms | 0 - 925 MB | NPU
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- | Video-MAE | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 63.87 ms | 0 - 940 MB | NPU
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- | Video-MAE | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 104.056 ms | 0 - 1106 MB | NPU
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- | Video-MAE | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 428.321 ms | 0 - 917 MB | NPU
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- | Video-MAE | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 142.102 ms | 0 - 3 MB | NPU
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- | Video-MAE | TFLITE | float | Qualcomm® SA8775P | 164.352 ms | 0 - 921 MB | NPU
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- | Video-MAE | TFLITE | float | Qualcomm® QCS9075 | 176.877 ms | 0 - 207 MB | NPU
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- | Video-MAE | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 302.538 ms | 0 - 1060 MB | NPU
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- | Video-MAE | TFLITE | float | Qualcomm® SA7255P | 428.321 ms | 0 - 917 MB | NPU
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- | Video-MAE | TFLITE | float | Qualcomm® SA8295P | 216.712 ms | 0 - 872 MB | NPU
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- | Video-MAE | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 80.576 ms | 0 - 922 MB | NPU
 
 
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  ## License
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  * The license for the original implementation of Video-MAE can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
+ | 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/video_mae/releases/v0.50.2/video_mae-onnx-float.zip)
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+ | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/video_mae/releases/v0.50.2/video_mae-onnx-w8a16.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/video_mae/releases/v0.50.2/video_mae-qnn_dlc-float.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/video_mae/releases/v0.50.2/video_mae-tflite-float.zip)
 
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  For more device-specific assets and performance metrics, visit **[Video-MAE on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/video_mae)**.
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
62
  |---|---|---|---|---|---|---
63
+ | Video-MAE | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 456.524 ms | 9 - 1085 MB | NPU
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+ | Video-MAE | ONNX | float | Snapdragon® X2 Elite | 449.272 ms | 187 - 187 MB | NPU
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+ | Video-MAE | ONNX | float | Snapdragon® X Elite | 586.794 ms | 187 - 187 MB | NPU
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+ | Video-MAE | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 368.651 ms | 1 - 1260 MB | NPU
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+ | Video-MAE | ONNX | float | Qualcomm® QCS8550 (Proxy) | 566.739 ms | 0 - 219 MB | NPU
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+ | Video-MAE | ONNX | float | Qualcomm® QCS9075 | 702.93 ms | 9 - 21 MB | NPU
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+ | Video-MAE | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 390.742 ms | 1 - 1006 MB | NPU
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+ | Video-MAE | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 320.662 ms | 5 - 1071 MB | NPU
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+ | Video-MAE | ONNX | w8a16 | Snapdragon® X2 Elite | 320.484 ms | 100 - 100 MB | NPU
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+ | Video-MAE | ONNX | w8a16 | Snapdragon® X Elite | 477.996 ms | 98 - 98 MB | NPU
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+ | Video-MAE | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 461.219 ms | 5 - 1266 MB | NPU
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+ | Video-MAE | ONNX | w8a16 | Qualcomm® QCS6490 | 8924.347 ms | 337 - 353 MB | CPU
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+ | Video-MAE | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 465.061 ms | 0 - 128 MB | NPU
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+ | Video-MAE | ONNX | w8a16 | Qualcomm® QCS9075 | 1393.064 ms | 0 - 7 MB | NPU
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+ | Video-MAE | ONNX | w8a16 | Qualcomm® QCM6690 | 4490.407 ms | 344 - 355 MB | CPU
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+ | Video-MAE | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 276.519 ms | 1 - 1046 MB | NPU
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+ | Video-MAE | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 4388.447 ms | 313 - 326 MB | CPU
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+ | Video-MAE | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 330.03 ms | 9 - 963 MB | NPU
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+ | Video-MAE | QNN_DLC | float | Snapdragon® X2 Elite | 296.63 ms | 9 - 9 MB | NPU
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+ | Video-MAE | QNN_DLC | float | Snapdragon® X Elite | 472.162 ms | 9 - 9 MB | NPU
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+ | Video-MAE | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 382.065 ms | 9 - 1167 MB | NPU
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+ | Video-MAE | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 1090.226 ms | 0 - 947 MB | NPU
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+ | Video-MAE | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 450.843 ms | 9 - 11 MB | NPU
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+ | Video-MAE | QNN_DLC | float | Qualcomm® SA8775P | 496.616 ms | 0 - 972 MB | NPU
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+ | Video-MAE | QNN_DLC | float | Qualcomm® QCS9075 | 514.726 ms | 11 - 22 MB | NPU
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+ | Video-MAE | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 580.84 ms | 8 - 1064 MB | NPU
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+ | Video-MAE | QNN_DLC | float | Qualcomm® SA7255P | 1090.226 ms | 0 - 947 MB | NPU
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+ | Video-MAE | QNN_DLC | float | Qualcomm® SA8295P | 568.854 ms | 0 - 858 MB | NPU
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+ | Video-MAE | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 260.148 ms | 9 - 969 MB | NPU
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+ | Video-MAE | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 51.847 ms | 0 - 934 MB | NPU
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+ | Video-MAE | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 92.345 ms | 0 - 1132 MB | NPU
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+ | Video-MAE | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 421.709 ms | 0 - 923 MB | NPU
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+ | Video-MAE | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 127.723 ms | 0 - 237 MB | NPU
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+ | Video-MAE | TFLITE | float | Qualcomm® SA8775P | 152.797 ms | 0 - 924 MB | NPU
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+ | Video-MAE | TFLITE | float | Qualcomm® QCS9075 | 157.616 ms | 0 - 206 MB | NPU
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+ | Video-MAE | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 262.805 ms | 0 - 1068 MB | NPU
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+ | Video-MAE | TFLITE | float | Qualcomm® SA7255P | 421.709 ms | 0 - 923 MB | NPU
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+ | Video-MAE | TFLITE | float | Qualcomm® SA8295P | 202.006 ms | 0 - 867 MB | NPU
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+ | Video-MAE | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 69.86 ms | 0 - 930 MB | NPU
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  ## License
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  * The license for the original implementation of Video-MAE can be found
release_assets.json CHANGED
@@ -1 +1 @@
1
- {"version":"0.50.1","precisions":{"float":{"universal_assets":{"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.17.0"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/video_mae/releases/v0.50.1/video_mae-tflite-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/video_mae/releases/v0.50.1/video_mae-qnn_dlc-float.zip"},"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/video_mae/releases/v0.50.1/video_mae-onnx-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/video_mae/releases/v0.50.1/video_mae-qnn_dlc-w8a16.zip"},"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/video_mae/releases/v0.50.1/video_mae-onnx-w8a16.zip"}}}}}
 
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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/video_mae/releases/v0.50.2/video_mae-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/video_mae/releases/v0.50.2/video_mae-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/video_mae/releases/v0.50.2/video_mae-tflite-float.zip"}}},"w8a16":{"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/video_mae/releases/v0.50.2/video_mae-onnx-w8a16.zip"}}}}}