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Video-MAE

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@@ -35,31 +35,35 @@ More details on model performance across various devices, can be found
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | Video-MAE | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 208.753 ms | 0 - 36 MB | FP16 | NPU | [Video-MAE.tflite](https://huggingface.co/qualcomm/Video-MAE/blob/main/Video-MAE.tflite) |
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- | Video-MAE | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 450.243 ms | 10 - 13 MB | FP16 | NPU | [Video-MAE.so](https://huggingface.co/qualcomm/Video-MAE/blob/main/Video-MAE.so) |
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- | Video-MAE | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 602.324 ms | 0 - 232 MB | FP16 | NPU | [Video-MAE.onnx](https://huggingface.co/qualcomm/Video-MAE/blob/main/Video-MAE.onnx) |
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- | Video-MAE | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 151.4 ms | 0 - 483 MB | FP16 | NPU | [Video-MAE.tflite](https://huggingface.co/qualcomm/Video-MAE/blob/main/Video-MAE.tflite) |
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- | Video-MAE | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 370.698 ms | 9 - 28 MB | FP16 | NPU | [Video-MAE.so](https://huggingface.co/qualcomm/Video-MAE/blob/main/Video-MAE.so) |
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- | Video-MAE | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 415.257 ms | 0 - 468 MB | FP16 | NPU | [Video-MAE.onnx](https://huggingface.co/qualcomm/Video-MAE/blob/main/Video-MAE.onnx) |
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- | Video-MAE | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 120.565 ms | 0 - 486 MB | FP16 | NPU | [Video-MAE.tflite](https://huggingface.co/qualcomm/Video-MAE/blob/main/Video-MAE.tflite) |
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- | Video-MAE | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 365.033 ms | 15 - 429 MB | FP16 | NPU | Use Export Script |
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- | Video-MAE | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 543.512 ms | 9 - 486 MB | FP16 | NPU | [Video-MAE.onnx](https://huggingface.co/qualcomm/Video-MAE/blob/main/Video-MAE.onnx) |
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- | Video-MAE | SA7255P ADP | SA7255P | TFLITE | 2611.601 ms | 0 - 485 MB | FP16 | NPU | [Video-MAE.tflite](https://huggingface.co/qualcomm/Video-MAE/blob/main/Video-MAE.tflite) |
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- | Video-MAE | SA7255P ADP | SA7255P | QNN | 3186.64 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | Video-MAE | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 209.689 ms | 0 - 38 MB | FP16 | NPU | [Video-MAE.tflite](https://huggingface.co/qualcomm/Video-MAE/blob/main/Video-MAE.tflite) |
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- | Video-MAE | SA8255 (Proxy) | SA8255P Proxy | QNN | 449.569 ms | 9 - 12 MB | FP16 | NPU | Use Export Script |
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- | Video-MAE | SA8295P ADP | SA8295P | TFLITE | 351.063 ms | 0 - 495 MB | FP16 | NPU | [Video-MAE.tflite](https://huggingface.co/qualcomm/Video-MAE/blob/main/Video-MAE.tflite) |
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- | Video-MAE | SA8295P ADP | SA8295P | QNN | 668.75 ms | 0 - 17 MB | FP16 | NPU | Use Export Script |
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- | Video-MAE | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 209.711 ms | 0 - 35 MB | FP16 | NPU | [Video-MAE.tflite](https://huggingface.co/qualcomm/Video-MAE/blob/main/Video-MAE.tflite) |
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- | Video-MAE | SA8650 (Proxy) | SA8650P Proxy | QNN | 450.397 ms | 9 - 12 MB | FP16 | NPU | Use Export Script |
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- | Video-MAE | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 2611.601 ms | 0 - 485 MB | FP16 | NPU | [Video-MAE.tflite](https://huggingface.co/qualcomm/Video-MAE/blob/main/Video-MAE.tflite) |
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- | Video-MAE | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 3186.64 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | Video-MAE | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 209.34 ms | 0 - 42 MB | FP16 | NPU | [Video-MAE.tflite](https://huggingface.co/qualcomm/Video-MAE/blob/main/Video-MAE.tflite) |
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- | Video-MAE | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 449.775 ms | 9 - 17 MB | FP16 | NPU | Use Export Script |
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- | Video-MAE | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 320.659 ms | 0 - 495 MB | FP16 | NPU | [Video-MAE.tflite](https://huggingface.co/qualcomm/Video-MAE/blob/main/Video-MAE.tflite) |
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- | Video-MAE | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 631.93 ms | 9 - 434 MB | FP16 | NPU | Use Export Script |
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- | Video-MAE | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 472.297 ms | 9 - 9 MB | FP16 | NPU | Use Export Script |
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- | Video-MAE | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 703.628 ms | 189 - 189 MB | FP16 | NPU | [Video-MAE.onnx](https://huggingface.co/qualcomm/Video-MAE/blob/main/Video-MAE.onnx) |
 
 
 
 
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@@ -123,8 +127,8 @@ Profiling Results
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  Video-MAE
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 208.8
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- Estimated peak memory usage (MB): [0, 36]
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  Total # Ops : 558
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  Compute Unit(s) : NPU (558 ops)
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  ```
 
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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+ | Video-MAE | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 209.548 ms | 0 - 34 MB | FP16 | NPU | [Video-MAE.tflite](https://huggingface.co/qualcomm/Video-MAE/blob/main/Video-MAE.tflite) |
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+ | Video-MAE | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 526.426 ms | 9 - 48 MB | FP16 | NPU | [Video-MAE.so](https://huggingface.co/qualcomm/Video-MAE/blob/main/Video-MAE.so) |
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+ | Video-MAE | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 602.467 ms | 0 - 119 MB | FP16 | NPU | [Video-MAE.onnx](https://huggingface.co/qualcomm/Video-MAE/blob/main/Video-MAE.onnx) |
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+ | Video-MAE | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 151.233 ms | 0 - 481 MB | FP16 | NPU | [Video-MAE.tflite](https://huggingface.co/qualcomm/Video-MAE/blob/main/Video-MAE.tflite) |
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+ | Video-MAE | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 397.567 ms | 9 - 421 MB | FP16 | NPU | [Video-MAE.so](https://huggingface.co/qualcomm/Video-MAE/blob/main/Video-MAE.so) |
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+ | Video-MAE | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 414.959 ms | 9 - 475 MB | FP16 | NPU | [Video-MAE.onnx](https://huggingface.co/qualcomm/Video-MAE/blob/main/Video-MAE.onnx) |
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+ | Video-MAE | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 140.452 ms | 0 - 486 MB | FP16 | NPU | [Video-MAE.tflite](https://huggingface.co/qualcomm/Video-MAE/blob/main/Video-MAE.tflite) |
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+ | Video-MAE | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 364.704 ms | 9 - 423 MB | FP16 | NPU | Use Export Script |
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+ | Video-MAE | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 542.685 ms | 9 - 484 MB | FP16 | NPU | [Video-MAE.onnx](https://huggingface.co/qualcomm/Video-MAE/blob/main/Video-MAE.onnx) |
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+ | Video-MAE | SA7255P ADP | SA7255P | TFLITE | 2611.461 ms | 0 - 486 MB | FP16 | NPU | [Video-MAE.tflite](https://huggingface.co/qualcomm/Video-MAE/blob/main/Video-MAE.tflite) |
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+ | Video-MAE | SA7255P ADP | SA7255P | QNN | 3186.612 ms | 3 - 13 MB | FP16 | NPU | Use Export Script |
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+ | Video-MAE | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 209.947 ms | 0 - 34 MB | FP16 | NPU | [Video-MAE.tflite](https://huggingface.co/qualcomm/Video-MAE/blob/main/Video-MAE.tflite) |
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+ | Video-MAE | SA8255 (Proxy) | SA8255P Proxy | QNN | 449.869 ms | 9 - 12 MB | FP16 | NPU | Use Export Script |
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+ | Video-MAE | SA8295P ADP | SA8295P | TFLITE | 350.99 ms | 0 - 495 MB | FP16 | NPU | [Video-MAE.tflite](https://huggingface.co/qualcomm/Video-MAE/blob/main/Video-MAE.tflite) |
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+ | Video-MAE | SA8295P ADP | SA8295P | QNN | 668.517 ms | 0 - 17 MB | FP16 | NPU | Use Export Script |
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+ | Video-MAE | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 209.433 ms | 0 - 39 MB | FP16 | NPU | [Video-MAE.tflite](https://huggingface.co/qualcomm/Video-MAE/blob/main/Video-MAE.tflite) |
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+ | Video-MAE | SA8650 (Proxy) | SA8650P Proxy | QNN | 450.009 ms | 9 - 13 MB | FP16 | NPU | Use Export Script |
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+ | Video-MAE | SA8775P ADP | SA8775P | TFLITE | 282.705 ms | 0 - 486 MB | FP16 | NPU | [Video-MAE.tflite](https://huggingface.co/qualcomm/Video-MAE/blob/main/Video-MAE.tflite) |
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+ | Video-MAE | SA8775P ADP | SA8775P | QNN | 605.74 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | Video-MAE | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 2611.461 ms | 0 - 486 MB | FP16 | NPU | [Video-MAE.tflite](https://huggingface.co/qualcomm/Video-MAE/blob/main/Video-MAE.tflite) |
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+ | Video-MAE | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 3186.612 ms | 3 - 13 MB | FP16 | NPU | Use Export Script |
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+ | Video-MAE | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 209.53 ms | 0 - 37 MB | FP16 | NPU | [Video-MAE.tflite](https://huggingface.co/qualcomm/Video-MAE/blob/main/Video-MAE.tflite) |
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+ | Video-MAE | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 449.64 ms | 9 - 12 MB | FP16 | NPU | Use Export Script |
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+ | Video-MAE | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 282.705 ms | 0 - 486 MB | FP16 | NPU | [Video-MAE.tflite](https://huggingface.co/qualcomm/Video-MAE/blob/main/Video-MAE.tflite) |
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+ | Video-MAE | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 605.74 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | Video-MAE | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 320.441 ms | 0 - 496 MB | FP16 | NPU | [Video-MAE.tflite](https://huggingface.co/qualcomm/Video-MAE/blob/main/Video-MAE.tflite) |
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+ | Video-MAE | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 630.253 ms | 9 - 433 MB | FP16 | NPU | Use Export Script |
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+ | Video-MAE | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 472.415 ms | 9 - 9 MB | FP16 | NPU | Use Export Script |
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+ | Video-MAE | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 703.263 ms | 189 - 189 MB | FP16 | NPU | [Video-MAE.onnx](https://huggingface.co/qualcomm/Video-MAE/blob/main/Video-MAE.onnx) |
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  Video-MAE
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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+ Estimated inference time (ms) : 209.5
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+ Estimated peak memory usage (MB): [0, 34]
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  Total # Ops : 558
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  Compute Unit(s) : NPU (558 ops)
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  ```