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Beit

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PyTorch
backbone
android
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v0.50.2

Browse files

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

Files changed (2) hide show
  1. README.md +30 -44
  2. release_assets.json +1 -1
README.md CHANGED
@@ -28,11 +28,9 @@ 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 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/beit/releases/v0.50.1/beit-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/beit/releases/v0.50.1/beit-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/beit/releases/v0.50.1/beit-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/beit/releases/v0.50.1/beit-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/beit/releases/v0.50.1/beit-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[Beit on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/beit)**.
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@@ -61,45 +59,33 @@ See our repository for [Beit on GitHub](https://github.com/qualcomm/ai-hub-model
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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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- | Beit | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 6.237 ms | 1 - 486 MB | NPU
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- | Beit | ONNX | float | Snapdragon® X2 Elite | 6.019 ms | 185 - 185 MB | NPU
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- | Beit | ONNX | float | Snapdragon® X Elite | 13.686 ms | 185 - 185 MB | NPU
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- | Beit | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 9.267 ms | 0 - 527 MB | NPU
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- | Beit | ONNX | float | Qualcomm® QCS8550 (Proxy) | 12.928 ms | 0 - 195 MB | NPU
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- | Beit | ONNX | float | Qualcomm® QCS9075 | 17.598 ms | 0 - 4 MB | NPU
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- | Beit | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 6.65 ms | 1 - 493 MB | NPU
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- | Beit | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 4.182 ms | 0 - 407 MB | NPU
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- | Beit | ONNX | w8a16 | Snapdragon® X2 Elite | 4.371 ms | 96 - 96 MB | NPU
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- | Beit | ONNX | w8a16 | Snapdragon® X Elite | 12.511 ms | 96 - 96 MB | NPU
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- | Beit | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 7.927 ms | 0 - 492 MB | NPU
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- | Beit | ONNX | w8a16 | Qualcomm® QCS6490 | 1060.589 ms | 53 - 70 MB | CPU
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- | Beit | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 11.769 ms | 0 - 6 MB | NPU
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- | Beit | ONNX | w8a16 | Qualcomm® QCS9075 | 14.665 ms | 0 - 3 MB | NPU
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- | Beit | ONNX | w8a16 | Qualcomm® QCM6690 | 599.901 ms | 112 - 128 MB | CPU
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- | Beit | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 6.102 ms | 0 - 408 MB | NPU
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- | Beit | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 582.769 ms | 73 - 87 MB | CPU
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- | Beit | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 6.571 ms | 1 - 481 MB | NPU
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- | Beit | QNN_DLC | float | Snapdragon® X2 Elite | 6.925 ms | 1 - 1 MB | NPU
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- | Beit | QNN_DLC | float | Snapdragon® X Elite | 13.429 ms | 1 - 1 MB | NPU
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- | Beit | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 8.695 ms | 0 - 535 MB | NPU
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- | Beit | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 44.932 ms | 1 - 485 MB | NPU
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- | Beit | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 12.588 ms | 1 - 3 MB | NPU
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- | Beit | QNN_DLC | float | Qualcomm® SA8775P | 16.39 ms | 1 - 485 MB | NPU
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- | Beit | QNN_DLC | float | Qualcomm® QCS9075 | 16.723 ms | 1 - 3 MB | NPU
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- | Beit | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 22.928 ms | 1 - 509 MB | NPU
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- | Beit | QNN_DLC | float | Qualcomm® SA7255P | 44.932 ms | 1 - 485 MB | NPU
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- | Beit | QNN_DLC | float | Qualcomm® SA8295P | 19.07 ms | 1 - 468 MB | NPU
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- | Beit | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 6.965 ms | 1 - 480 MB | NPU
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- | Beit | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.971 ms | 0 - 297 MB | NPU
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- | Beit | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 6.668 ms | 0 - 343 MB | NPU
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- | Beit | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 38.591 ms | 0 - 297 MB | NPU
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- | Beit | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 9.334 ms | 0 - 3 MB | NPU
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- | Beit | TFLITE | float | Qualcomm® SA8775P | 55.63 ms | 0 - 305 MB | NPU
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- | Beit | TFLITE | float | Qualcomm® QCS9075 | 13.213 ms | 0 - 187 MB | NPU
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- | Beit | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 19.184 ms | 0 - 430 MB | NPU
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- | Beit | TFLITE | float | Qualcomm® SA7255P | 38.591 ms | 0 - 297 MB | NPU
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- | Beit | TFLITE | float | Qualcomm® SA8295P | 16.061 ms | 0 - 405 MB | NPU
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- | Beit | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.721 ms | 0 - 297 MB | NPU
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  ## License
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  * The license for the original implementation of Beit can be found
 
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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/beit/releases/v0.50.2/beit-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/beit/releases/v0.50.2/beit-onnx-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/beit/releases/v0.50.2/beit-tflite-float.zip)
 
 
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  For more device-specific assets and performance metrics, visit **[Beit on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/beit)**.
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
61
  |---|---|---|---|---|---|---
62
+ | Beit | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.739 ms | 1 - 476 MB | NPU
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+ | Beit | ONNX | float | Snapdragon® X2 Elite | 4.056 ms | 185 - 185 MB | NPU
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+ | Beit | ONNX | float | Snapdragon® X Elite | 9.973 ms | 185 - 185 MB | NPU
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+ | Beit | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 6.282 ms | 0 - 408 MB | NPU
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+ | Beit | ONNX | float | Qualcomm® QCS8550 (Proxy) | 9.242 ms | 0 - 196 MB | NPU
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+ | Beit | ONNX | float | Qualcomm® QCS9075 | 12.767 ms | 0 - 4 MB | NPU
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+ | Beit | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.622 ms | 0 - 483 MB | NPU
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+ | Beit | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 3.772 ms | 0 - 291 MB | NPU
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+ | Beit | ONNX | w8a16 | Snapdragon® X2 Elite | 4.104 ms | 102 - 102 MB | NPU
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+ | Beit | ONNX | w8a16 | Snapdragon® X Elite | 10.979 ms | 102 - 102 MB | NPU
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+ | Beit | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 6.965 ms | 0 - 409 MB | NPU
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+ | Beit | ONNX | w8a16 | Qualcomm® QCS6490 | 1072.127 ms | 39 - 337 MB | CPU
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+ | Beit | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 10.3 ms | 0 - 123 MB | NPU
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+ | Beit | ONNX | w8a16 | Qualcomm® QCS9075 | 10.654 ms | 0 - 3 MB | NPU
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+ | Beit | ONNX | w8a16 | Qualcomm® QCM6690 | 609.294 ms | 96 - 111 MB | CPU
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+ | Beit | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 5.734 ms | 0 - 401 MB | NPU
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+ | Beit | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 583.008 ms | 99 - 115 MB | CPU
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+ | Beit | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.373 ms | 0 - 465 MB | NPU
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+ | Beit | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 5.709 ms | 0 - 518 MB | NPU
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+ | Beit | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 36.48 ms | 0 - 471 MB | NPU
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+ | Beit | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 7.672 ms | 0 - 3 MB | NPU
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+ | Beit | TFLITE | float | Qualcomm® SA8775P | 11.083 ms | 0 - 471 MB | NPU
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+ | Beit | TFLITE | float | Qualcomm® QCS9075 | 11.696 ms | 0 - 186 MB | NPU
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+ | Beit | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 17.806 ms | 0 - 475 MB | NPU
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+ | Beit | TFLITE | float | Qualcomm® SA7255P | 36.48 ms | 0 - 471 MB | NPU
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+ | Beit | TFLITE | float | Qualcomm® SA8295P | 14.51 ms | 1 - 455 MB | NPU
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+ | Beit | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.14 ms | 0 - 477 MB | NPU
 
 
 
 
 
 
 
 
 
 
 
 
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  ## License
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  * The license for the original implementation of Beit can be found
release_assets.json CHANGED
@@ -1 +1 @@
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- {"version":"0.50.1","precisions":{"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/beit/releases/v0.50.1/beit-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/beit/releases/v0.50.1/beit-onnx-w8a16.zip"}}},"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/beit/releases/v0.50.1/beit-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/beit/releases/v0.50.1/beit-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/beit/releases/v0.50.1/beit-onnx-float.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/beit/releases/v0.50.2/beit-onnx-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/beit/releases/v0.50.2/beit-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/beit/releases/v0.50.2/beit-onnx-w8a16.zip"}}}}}