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v0.44.0

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See https://github.com/quic/ai-hub-models/releases/v0.44.0 for changelog.

Files changed (6) hide show
  1. Beit_float.dlc +1 -1
  2. Beit_float.onnx.zip +2 -2
  3. Beit_float.tflite +2 -2
  4. DEPLOYMENT_MODEL_LICENSE.pdf +0 -3
  5. LICENSE +0 -1
  6. README.md +29 -30
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LICENSE CHANGED
@@ -1,2 +1 @@
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  The license of the original trained model can be found at https://github.com/pytorch/vision/blob/main/LICENSE.
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- The license for the deployable model files (.tflite, .onnx, .dlc, .bin, etc.) can be found in DEPLOYMENT_MODEL_LICENSE.pdf.
 
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  The license of the original trained model can be found at https://github.com/pytorch/vision/blob/main/LICENSE.
 
README.md CHANGED
@@ -36,35 +36,35 @@ More details on model performance across various devices, can be found
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | Beit | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 40.3 ms | 0 - 311 MB | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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- | Beit | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 42.176 ms | 0 - 320 MB | NPU | [Beit.dlc](https://huggingface.co/qualcomm/Beit/blob/main/Beit.dlc) |
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- | Beit | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 15.308 ms | 0 - 318 MB | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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- | Beit | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 23.308 ms | 1 - 319 MB | NPU | [Beit.dlc](https://huggingface.co/qualcomm/Beit/blob/main/Beit.dlc) |
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- | Beit | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 10.433 ms | 0 - 16 MB | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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- | Beit | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 11.993 ms | 0 - 28 MB | NPU | [Beit.dlc](https://huggingface.co/qualcomm/Beit/blob/main/Beit.dlc) |
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- | Beit | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 13.542 ms | 0 - 219 MB | NPU | [Beit.onnx.zip](https://huggingface.co/qualcomm/Beit/blob/main/Beit.onnx.zip) |
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- | Beit | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 13.403 ms | 0 - 311 MB | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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- | Beit | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 14.933 ms | 0 - 317 MB | NPU | [Beit.dlc](https://huggingface.co/qualcomm/Beit/blob/main/Beit.dlc) |
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- | Beit | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 40.3 ms | 0 - 311 MB | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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- | Beit | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 42.176 ms | 0 - 320 MB | NPU | [Beit.dlc](https://huggingface.co/qualcomm/Beit/blob/main/Beit.dlc) |
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- | Beit | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 9.955 ms | 0 - 15 MB | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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- | Beit | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 11.979 ms | 0 - 32 MB | NPU | [Beit.dlc](https://huggingface.co/qualcomm/Beit/blob/main/Beit.dlc) |
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- | Beit | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 17.343 ms | 0 - 307 MB | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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- | Beit | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 19.787 ms | 1 - 322 MB | NPU | [Beit.dlc](https://huggingface.co/qualcomm/Beit/blob/main/Beit.dlc) |
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- | Beit | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 10.408 ms | 0 - 15 MB | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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- | Beit | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 12.048 ms | 0 - 32 MB | NPU | [Beit.dlc](https://huggingface.co/qualcomm/Beit/blob/main/Beit.dlc) |
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- | Beit | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 13.403 ms | 0 - 311 MB | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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- | Beit | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 14.933 ms | 0 - 317 MB | NPU | [Beit.dlc](https://huggingface.co/qualcomm/Beit/blob/main/Beit.dlc) |
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- | Beit | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 7.127 ms | 0 - 323 MB | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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- | Beit | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 8.162 ms | 1 - 337 MB | NPU | [Beit.dlc](https://huggingface.co/qualcomm/Beit/blob/main/Beit.dlc) |
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- | Beit | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 9.959 ms | 0 - 354 MB | NPU | [Beit.onnx.zip](https://huggingface.co/qualcomm/Beit/blob/main/Beit.onnx.zip) |
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- | Beit | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 5.119 ms | 0 - 313 MB | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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- | Beit | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 6.955 ms | 1 - 313 MB | NPU | [Beit.dlc](https://huggingface.co/qualcomm/Beit/blob/main/Beit.dlc) |
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- | Beit | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 7.13 ms | 0 - 324 MB | NPU | [Beit.onnx.zip](https://huggingface.co/qualcomm/Beit/blob/main/Beit.onnx.zip) |
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- | Beit | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 4.454 ms | 0 - 312 MB | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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- | Beit | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 5.24 ms | 1 - 310 MB | NPU | [Beit.dlc](https://huggingface.co/qualcomm/Beit/blob/main/Beit.dlc) |
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- | Beit | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 6.0 ms | 1 - 317 MB | NPU | [Beit.onnx.zip](https://huggingface.co/qualcomm/Beit/blob/main/Beit.onnx.zip) |
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- | Beit | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 12.69 ms | 1135 - 1135 MB | NPU | [Beit.dlc](https://huggingface.co/qualcomm/Beit/blob/main/Beit.dlc) |
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  | Beit | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 14.783 ms | 186 - 186 MB | NPU | [Beit.onnx.zip](https://huggingface.co/qualcomm/Beit/blob/main/Beit.onnx.zip) |
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@@ -242,7 +242,6 @@ Explore all available models on [Qualcomm® AI Hub](https://aihub.qualcomm.com/)
242
  ## License
243
  * The license for the original implementation of Beit can be found
244
  [here](https://github.com/pytorch/vision/blob/main/LICENSE).
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- * The license for the compiled assets for on-device deployment can be found [here](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/Qualcomm+AI+Hub+Proprietary+License.pdf)
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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+ | Beit | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 38.212 ms | 0 - 454 MB | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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+ | Beit | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 42.233 ms | 1 - 468 MB | NPU | [Beit.dlc](https://huggingface.co/qualcomm/Beit/blob/main/Beit.dlc) |
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+ | Beit | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 19.369 ms | 0 - 481 MB | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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+ | Beit | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 23.194 ms | 1 - 490 MB | NPU | [Beit.dlc](https://huggingface.co/qualcomm/Beit/blob/main/Beit.dlc) |
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+ | Beit | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 9.139 ms | 0 - 4 MB | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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+ | Beit | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 12.03 ms | 1 - 3 MB | NPU | [Beit.dlc](https://huggingface.co/qualcomm/Beit/blob/main/Beit.dlc) |
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+ | Beit | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 13.497 ms | 0 - 193 MB | NPU | [Beit.onnx.zip](https://huggingface.co/qualcomm/Beit/blob/main/Beit.onnx.zip) |
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+ | Beit | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 12.128 ms | 0 - 455 MB | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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+ | Beit | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 67.728 ms | 1 - 468 MB | NPU | [Beit.dlc](https://huggingface.co/qualcomm/Beit/blob/main/Beit.dlc) |
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+ | Beit | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 38.212 ms | 0 - 454 MB | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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+ | Beit | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 42.233 ms | 1 - 468 MB | NPU | [Beit.dlc](https://huggingface.co/qualcomm/Beit/blob/main/Beit.dlc) |
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+ | Beit | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 9.136 ms | 0 - 3 MB | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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+ | Beit | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 12.037 ms | 1 - 3 MB | NPU | [Beit.dlc](https://huggingface.co/qualcomm/Beit/blob/main/Beit.dlc) |
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+ | Beit | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 16.879 ms | 0 - 447 MB | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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+ | Beit | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 19.772 ms | 1 - 457 MB | NPU | [Beit.dlc](https://huggingface.co/qualcomm/Beit/blob/main/Beit.dlc) |
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+ | Beit | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 9.16 ms | 0 - 4 MB | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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+ | Beit | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 12.028 ms | 1 - 3 MB | NPU | [Beit.dlc](https://huggingface.co/qualcomm/Beit/blob/main/Beit.dlc) |
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+ | Beit | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 12.128 ms | 0 - 455 MB | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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+ | Beit | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 67.728 ms | 1 - 468 MB | NPU | [Beit.dlc](https://huggingface.co/qualcomm/Beit/blob/main/Beit.dlc) |
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+ | Beit | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 6.384 ms | 0 - 509 MB | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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+ | Beit | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 8.192 ms | 1 - 520 MB | NPU | [Beit.dlc](https://huggingface.co/qualcomm/Beit/blob/main/Beit.dlc) |
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+ | Beit | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 9.867 ms | 1 - 525 MB | NPU | [Beit.onnx.zip](https://huggingface.co/qualcomm/Beit/blob/main/Beit.onnx.zip) |
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+ | Beit | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 4.796 ms | 0 - 434 MB | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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+ | Beit | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 6.829 ms | 1 - 451 MB | NPU | [Beit.dlc](https://huggingface.co/qualcomm/Beit/blob/main/Beit.dlc) |
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+ | Beit | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 7.128 ms | 0 - 444 MB | NPU | [Beit.onnx.zip](https://huggingface.co/qualcomm/Beit/blob/main/Beit.onnx.zip) |
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+ | Beit | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 4.197 ms | 0 - 433 MB | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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+ | Beit | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 5.21 ms | 1 - 445 MB | NPU | [Beit.dlc](https://huggingface.co/qualcomm/Beit/blob/main/Beit.dlc) |
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+ | Beit | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 5.928 ms | 1 - 433 MB | NPU | [Beit.onnx.zip](https://huggingface.co/qualcomm/Beit/blob/main/Beit.onnx.zip) |
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+ | Beit | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 12.735 ms | 1 - 1 MB | NPU | [Beit.dlc](https://huggingface.co/qualcomm/Beit/blob/main/Beit.dlc) |
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  | Beit | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 14.783 ms | 186 - 186 MB | NPU | [Beit.onnx.zip](https://huggingface.co/qualcomm/Beit/blob/main/Beit.onnx.zip) |
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242
  ## License
243
  * The license for the original implementation of Beit can be found
244
  [here](https://github.com/pytorch/vision/blob/main/LICENSE).
 
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