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Video-MAE

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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 +56 -43
  2. release_assets.json +46 -1
README.md CHANGED
@@ -28,10 +28,11 @@ 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/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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@@ -60,45 +61,57 @@ 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 | 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
85
- | 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
104
  * 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/v0.51.0/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/v0.51.0/video_mae-onnx-w8a16.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/video_mae/releases/v0.51.0/video_mae-qnn_dlc-float.zip)
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+ | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/video_mae/releases/v0.51.0/video_mae-qnn_dlc-w8a16.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/video_mae/releases/v0.51.0/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)**.
38
 
 
61
  ## Performance Summary
62
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
63
  |---|---|---|---|---|---|---
64
+ | Video-MAE | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 445.523 ms | 9 - 1069 MB | NPU
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+ | Video-MAE | ONNX | float | Snapdragon® X2 Elite | 465.432 ms | 188 - 188 MB | NPU
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+ | Video-MAE | ONNX | float | Snapdragon® X Elite | 668.441 ms | 188 - 188 MB | NPU
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+ | Video-MAE | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 387.742 ms | 1 - 1250 MB | NPU
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+ | Video-MAE | ONNX | float | Qualcomm® QCS8550 (Proxy) | 645.171 ms | 0 - 217 MB | NPU
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+ | Video-MAE | ONNX | float | Qualcomm® QCS9075 | 686.842 ms | 9 - 21 MB | NPU
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+ | Video-MAE | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 393.734 ms | 1 - 1018 MB | NPU
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+ | Video-MAE | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 326.724 ms | 5 - 1549 MB | NPU
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+ | Video-MAE | ONNX | w8a16 | Snapdragon® X2 Elite | 323.442 ms | 123 - 123 MB | NPU
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+ | Video-MAE | ONNX | w8a16 | Snapdragon® X Elite | 489.989 ms | 129 - 129 MB | NPU
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+ | Video-MAE | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 447.338 ms | 5 - 1863 MB | NPU
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+ | Video-MAE | ONNX | w8a16 | Qualcomm® QCS6490 | 9072.375 ms | 363 - 381 MB | CPU
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+ | Video-MAE | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 474.396 ms | 1 - 162 MB | NPU
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+ | Video-MAE | ONNX | w8a16 | Qualcomm® QCS9075 | 640.586 ms | 0 - 7 MB | NPU
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+ | Video-MAE | ONNX | w8a16 | Qualcomm® QCM6690 | 4426.865 ms | 329 - 340 MB | CPU
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+ | Video-MAE | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 277.492 ms | 2 - 1500 MB | NPU
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+ | Video-MAE | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 4363.487 ms | 334 - 346 MB | CPU
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+ | Video-MAE | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 323.483 ms | 9 - 728 MB | NPU
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+ | Video-MAE | QNN_DLC | float | Snapdragon® X2 Elite | 313.324 ms | 9 - 9 MB | NPU
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+ | Video-MAE | QNN_DLC | float | Snapdragon® X Elite | 504.752 ms | 9 - 9 MB | NPU
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+ | Video-MAE | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 410.172 ms | 9 - 948 MB | NPU
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+ | Video-MAE | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 1169.561 ms | 1 - 837 MB | NPU
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+ | Video-MAE | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 484.106 ms | 9 - 12 MB | NPU
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+ | Video-MAE | QNN_DLC | float | Qualcomm® SA8775P | 547.827 ms | 0 - 832 MB | NPU
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+ | Video-MAE | QNN_DLC | float | Qualcomm® QCS9075 | 587.213 ms | 9 - 20 MB | NPU
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+ | Video-MAE | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 572.295 ms | 9 - 857 MB | NPU
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+ | Video-MAE | QNN_DLC | float | Qualcomm® SA7255P | 1169.561 ms | 1 - 837 MB | NPU
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+ | Video-MAE | QNN_DLC | float | Qualcomm® SA8295P | 663.345 ms | 0 - 666 MB | NPU
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+ | Video-MAE | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 284.495 ms | 0 - 738 MB | NPU
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+ | Video-MAE | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 275.539 ms | 5 - 908 MB | NPU
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+ | Video-MAE | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 263.119 ms | 5 - 5 MB | NPU
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+ | Video-MAE | QNN_DLC | w8a16 | Snapdragon® X Elite | 1182.984 ms | 5 - 5 MB | NPU
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+ | Video-MAE | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 908.409 ms | 5 - 1108 MB | NPU
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+ | Video-MAE | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 2285.003 ms | 1 - 883 MB | NPU
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+ | Video-MAE | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 1133.806 ms | 5 - 7 MB | NPU
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+ | Video-MAE | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1170.566 ms | 1 - 886 MB | NPU
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+ | Video-MAE | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 421.91 ms | 4 - 10 MB | NPU
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+ | Video-MAE | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 2520.808 ms | 5 - 1342 MB | NPU
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+ | Video-MAE | QNN_DLC | w8a16 | Qualcomm® SA7255P | 2285.003 ms | 1 - 883 MB | NPU
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+ | Video-MAE | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 249.992 ms | 5 - 1003 MB | NPU
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+ | Video-MAE | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 650.888 ms | 5 - 1135 MB | NPU
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+ | Video-MAE | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 54.693 ms | 0 - 723 MB | NPU
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+ | Video-MAE | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 93.325 ms | 0 - 945 MB | NPU
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+ | Video-MAE | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 412.386 ms | 0 - 718 MB | NPU
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+ | Video-MAE | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 127.808 ms | 0 - 3 MB | NPU
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+ | Video-MAE | TFLITE | float | Qualcomm® SA8775P | 149.615 ms | 0 - 721 MB | NPU
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+ | Video-MAE | TFLITE | float | Qualcomm® QCS9075 | 162.361 ms | 0 - 206 MB | NPU
111
+ | Video-MAE | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 272.273 ms | 1 - 871 MB | NPU
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+ | Video-MAE | TFLITE | float | Qualcomm® SA7255P | 412.386 ms | 0 - 718 MB | NPU
113
+ | Video-MAE | TFLITE | float | Qualcomm® SA8295P | 202.295 ms | 0 - 664 MB | NPU
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+ | Video-MAE | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 66.057 ms | 0 - 717 MB | NPU
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116
  ## License
117
  * The license for the original implementation of Video-MAE can be found
release_assets.json CHANGED
@@ -1 +1,46 @@
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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"}}}}}
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "version": "0.51.0",
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+ "precisions": {
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+ "w8a16": {
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+ "universal_assets": {
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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/video_mae/releases/v0.51.0/video_mae-qnn_dlc-w8a16.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/video_mae/releases/v0.51.0/video_mae-onnx-w8a16.zip"
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+ }
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+ }
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+ },
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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/video_mae/releases/v0.51.0/video_mae-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/video_mae/releases/v0.51.0/video_mae-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/video_mae/releases/v0.51.0/video_mae-onnx-float.zip"
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+ }
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+ }
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+ }
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+ }
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+ }