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v0.48.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.48.0 for changelog.

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  1. README.md +44 -44
README.md CHANGED
@@ -28,11 +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 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nasnet/releases/v0.47.0/nasnet-onnx-float.zip)
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- | ONNX | w8a8_mixed_fp16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nasnet/releases/v0.47.0/nasnet-onnx-w8a8_mixed_fp16.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/nasnet/releases/v0.47.0/nasnet-qnn_dlc-float.zip)
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- | QNN_DLC | w8a8_mixed_fp16 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nasnet/releases/v0.47.0/nasnet-qnn_dlc-w8a8_mixed_fp16.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/nasnet/releases/v0.47.0/nasnet-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[NASNet on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/nasnet)**.
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@@ -63,45 +63,45 @@ See our repository for [NASNet on GitHub](https://github.com/qualcomm/ai-hub-mod
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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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- | NASNet | ONNX | float | Snapdragon® X2 Elite | 8.272 ms | 189 - 189 MB | NPU
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- | NASNet | ONNX | float | Snapdragon® X Elite | 17.835 ms | 188 - 188 MB | NPU
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- | NASNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 12.849 ms | 1 - 839 MB | NPU
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- | NASNet | ONNX | float | Qualcomm® QCS8550 (Proxy) | 17.435 ms | 0 - 196 MB | NPU
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- | NASNet | ONNX | float | Qualcomm® QCS9075 | 28.348 ms | 0 - 4 MB | NPU
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- | NASNet | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 10.583 ms | 1 - 676 MB | NPU
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- | NASNet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.382 ms | 1 - 673 MB | NPU
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- | NASNet | ONNX | w8a8_mixed_fp16 | Snapdragon® X2 Elite | 4.504 ms | 100 - 100 MB | NPU
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- | NASNet | ONNX | w8a8_mixed_fp16 | Snapdragon® X Elite | 11.095 ms | 98 - 98 MB | NPU
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- | NASNet | ONNX | w8a8_mixed_fp16 | Snapdragon® 8 Gen 3 Mobile | 6.945 ms | 6 - 479 MB | NPU
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- | NASNet | ONNX | w8a8_mixed_fp16 | Qualcomm® QCS8550 (Proxy) | 9.919 ms | 5 - 10 MB | NPU
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- | NASNet | ONNX | w8a8_mixed_fp16 | Qualcomm® QCS9075 | 11.66 ms | 5 - 8 MB | NPU
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- | NASNet | ONNX | w8a8_mixed_fp16 | Snapdragon® 8 Elite For Galaxy Mobile | 5.651 ms | 6 - 362 MB | NPU
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- | NASNet | ONNX | w8a8_mixed_fp16 | Snapdragon® 8 Elite Gen 5 Mobile | 4.589 ms | 5 - 358 MB | NPU
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- | NASNet | QNN_DLC | float | Snapdragon® X2 Elite | 9.047 ms | 1 - 1 MB | NPU
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- | NASNet | QNN_DLC | float | Snapdragon® X Elite | 19.34 ms | 1 - 1 MB | NPU
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- | NASNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 12.455 ms | 0 - 814 MB | NPU
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- | NASNet | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 53.959 ms | 1 - 659 MB | NPU
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- | NASNet | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 19.142 ms | 1 - 2 MB | NPU
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- | NASNet | QNN_DLC | float | Qualcomm® QCS9075 | 29.033 ms | 1 - 3 MB | NPU
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- | NASNet | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 34.65 ms | 0 - 794 MB | NPU
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- | NASNet | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 11.042 ms | 0 - 655 MB | NPU
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- | NASNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.769 ms | 1 - 657 MB | NPU
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- | NASNet | QNN_DLC | w8a8_mixed_fp16 | Snapdragon® X2 Elite | 4.092 ms | 0 - 0 MB | NPU
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- | NASNet | QNN_DLC | w8a8_mixed_fp16 | Snapdragon® X Elite | 9.174 ms | 0 - 0 MB | NPU
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- | NASNet | QNN_DLC | w8a8_mixed_fp16 | Snapdragon® 8 Gen 3 Mobile | 6.034 ms | 0 - 494 MB | NPU
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- | NASNet | QNN_DLC | w8a8_mixed_fp16 | Qualcomm® QCS8275 (Proxy) | 16.411 ms | 0 - 378 MB | NPU
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- | NASNet | QNN_DLC | w8a8_mixed_fp16 | Qualcomm® QCS8550 (Proxy) | 8.89 ms | 0 - 4 MB | NPU
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- | NASNet | QNN_DLC | w8a8_mixed_fp16 | Qualcomm® QCS9075 | 9.427 ms | 0 - 2 MB | NPU
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- | NASNet | QNN_DLC | w8a8_mixed_fp16 | Qualcomm® QCS8450 (Proxy) | 11.055 ms | 0 - 506 MB | NPU
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- | NASNet | QNN_DLC | w8a8_mixed_fp16 | Snapdragon® 8 Elite For Galaxy Mobile | 5.004 ms | 0 - 378 MB | NPU
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- | NASNet | QNN_DLC | w8a8_mixed_fp16 | Snapdragon® 8 Elite Gen 5 Mobile | 3.867 ms | 0 - 379 MB | NPU
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- | NASNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 8.775 ms | 0 - 783 MB | NPU
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- | NASNet | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 44.328 ms | 0 - 629 MB | NPU
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- | NASNet | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 12.574 ms | 0 - 4 MB | NPU
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- | NASNet | TFLITE | float | Qualcomm® QCS9075 | 15.543 ms | 0 - 192 MB | NPU
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- | NASNet | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 28.997 ms | 0 - 766 MB | NPU
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- | NASNet | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 6.954 ms | 0 - 634 MB | NPU
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- | NASNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.666 ms | 0 - 616 MB | NPU
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  ## License
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  * The license for the original implementation of NASNet 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 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nasnet/releases/v0.48.0/nasnet-onnx-float.zip)
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+ | ONNX | w8a8_mixed_fp16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nasnet/releases/v0.48.0/nasnet-onnx-w8a8_mixed_fp16.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/nasnet/releases/v0.48.0/nasnet-qnn_dlc-float.zip)
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+ | QNN_DLC | w8a8_mixed_fp16 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nasnet/releases/v0.48.0/nasnet-qnn_dlc-w8a8_mixed_fp16.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/nasnet/releases/v0.48.0/nasnet-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[NASNet on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/nasnet)**.
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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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+ | NASNet | ONNX | float | Snapdragon® X2 Elite | 8.215 ms | 189 - 189 MB | NPU
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+ | NASNet | ONNX | float | Snapdragon® X Elite | 17.826 ms | 188 - 188 MB | NPU
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+ | NASNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 12.748 ms | 0 - 831 MB | NPU
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+ | NASNet | ONNX | float | Qualcomm® QCS8550 (Proxy) | 17.461 ms | 0 - 196 MB | NPU
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+ | NASNet | ONNX | float | Qualcomm® QCS9075 | 28.336 ms | 0 - 4 MB | NPU
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+ | NASNet | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 10.601 ms | 1 - 676 MB | NPU
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+ | NASNet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.389 ms | 1 - 673 MB | NPU
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+ | NASNet | ONNX | w8a8_mixed_fp16 | Snapdragon® X2 Elite | 4.546 ms | 100 - 100 MB | NPU
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+ | NASNet | ONNX | w8a8_mixed_fp16 | Snapdragon® X Elite | 11.742 ms | 98 - 98 MB | NPU
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+ | NASNet | ONNX | w8a8_mixed_fp16 | Snapdragon® 8 Gen 3 Mobile | 6.989 ms | 5 - 481 MB | NPU
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+ | NASNet | ONNX | w8a8_mixed_fp16 | Qualcomm® QCS8550 (Proxy) | 9.916 ms | 5 - 11 MB | NPU
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+ | NASNet | ONNX | w8a8_mixed_fp16 | Qualcomm® QCS9075 | 11.712 ms | 5 - 8 MB | NPU
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+ | NASNet | ONNX | w8a8_mixed_fp16 | Snapdragon® 8 Elite For Galaxy Mobile | 5.62 ms | 0 - 346 MB | NPU
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+ | NASNet | ONNX | w8a8_mixed_fp16 | Snapdragon® 8 Elite Gen 5 Mobile | 4.568 ms | 5 - 359 MB | NPU
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+ | NASNet | QNN_DLC | float | Snapdragon® X2 Elite | 9.24 ms | 1 - 1 MB | NPU
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+ | NASNet | QNN_DLC | float | Snapdragon® X Elite | 19.234 ms | 1 - 1 MB | NPU
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+ | NASNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 12.326 ms | 0 - 814 MB | NPU
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+ | NASNet | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 54.016 ms | 1 - 659 MB | NPU
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+ | NASNet | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 19.0 ms | 1 - 3 MB | NPU
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+ | NASNet | QNN_DLC | float | Qualcomm® QCS9075 | 28.724 ms | 1 - 3 MB | NPU
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+ | NASNet | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 35.267 ms | 0 - 792 MB | NPU
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+ | NASNet | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 11.072 ms | 1 - 652 MB | NPU
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+ | NASNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.904 ms | 1 - 654 MB | NPU
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+ | NASNet | QNN_DLC | w8a8_mixed_fp16 | Snapdragon® X2 Elite | 4.134 ms | 0 - 0 MB | NPU
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+ | NASNet | QNN_DLC | w8a8_mixed_fp16 | Snapdragon® X Elite | 9.236 ms | 0 - 0 MB | NPU
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+ | NASNet | QNN_DLC | w8a8_mixed_fp16 | Snapdragon® 8 Gen 3 Mobile | 5.992 ms | 0 - 495 MB | NPU
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+ | NASNet | QNN_DLC | w8a8_mixed_fp16 | Qualcomm® QCS8275 (Proxy) | 16.472 ms | 0 - 378 MB | NPU
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+ | NASNet | QNN_DLC | w8a8_mixed_fp16 | Qualcomm® QCS8550 (Proxy) | 8.936 ms | 0 - 2 MB | NPU
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+ | NASNet | QNN_DLC | w8a8_mixed_fp16 | Qualcomm® QCS9075 | 9.454 ms | 0 - 2 MB | NPU
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+ | NASNet | QNN_DLC | w8a8_mixed_fp16 | Qualcomm® QCS8450 (Proxy) | 11.194 ms | 0 - 507 MB | NPU
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+ | NASNet | QNN_DLC | w8a8_mixed_fp16 | Snapdragon® 8 Elite For Galaxy Mobile | 4.926 ms | 0 - 377 MB | NPU
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+ | NASNet | QNN_DLC | w8a8_mixed_fp16 | Snapdragon® 8 Elite Gen 5 Mobile | 3.895 ms | 0 - 378 MB | NPU
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+ | NASNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 8.796 ms | 0 - 783 MB | NPU
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+ | NASNet | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 44.427 ms | 0 - 628 MB | NPU
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+ | NASNet | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 12.456 ms | 0 - 3 MB | NPU
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+ | NASNet | TFLITE | float | Qualcomm® QCS9075 | 15.469 ms | 0 - 192 MB | NPU
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+ | NASNet | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 28.855 ms | 0 - 762 MB | NPU
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+ | NASNet | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 6.956 ms | 0 - 623 MB | NPU
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+ | NASNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.632 ms | 0 - 625 MB | NPU
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  ## License
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  * The license for the original implementation of NASNet can be found