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v0.55.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.55.0 for changelog.

Files changed (2) hide show
  1. README.md +51 -49
  2. release_assets.json +7 -7
README.md CHANGED
@@ -28,10 +28,10 @@ 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/nasnet/releases/v0.54.0/nasnet-onnx-float.zip)
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- | ONNX | w8a8_mixed_fp16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nasnet/releases/v0.54.0/nasnet-onnx-w8a8_mixed_fp16.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/nasnet/releases/v0.54.0/nasnet-qnn_dlc-float.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/nasnet/releases/v0.54.0/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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@@ -62,51 +62,53 @@ 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® 8 Elite Gen 5 Mobile | 8.381 ms | 1 - 673 MB | NPU
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- | NASNet | ONNX | float | Snapdragon® 8 Elite Mobile | 10.747 ms | 1 - 676 MB | NPU
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- | NASNet | ONNX | float | Snapdragon® X2 Elite | 8.973 ms | 189 - 189 MB | NPU
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- | NASNet | ONNX | float | Snapdragon® X Elite | 17.764 ms | 188 - 188 MB | NPU
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- | NASNet | ONNX | float | Snapdragon® X Elite | 17.764 ms | 188 - 188 MB | NPU
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- | NASNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 12.685 ms | 1 - 833 MB | NPU
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- | NASNet | ONNX | float | Qualcomm® QCS8550 (Proxy) | 17.659 ms | 0 - 700 MB | NPU
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- | NASNet | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 10.747 ms | 1 - 676 MB | NPU
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- | NASNet | ONNX | float | Qualcomm® QCS9075 | 27.472 ms | 0 - 4 MB | NPU
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- | NASNet | ONNX | w8a8_mixed_fp16 | Snapdragon® 8 Elite Gen 5 Mobile | 5.516 ms | 12 - 393 MB | NPU
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- | NASNet | ONNX | w8a8_mixed_fp16 | Snapdragon® 8 Elite Mobile | 6.814 ms | 12 - 392 MB | NPU
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- | NASNet | ONNX | w8a8_mixed_fp16 | Snapdragon® X2 Elite | 5.612 ms | 100 - 100 MB | NPU
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- | NASNet | ONNX | w8a8_mixed_fp16 | Snapdragon® X Elite | 13.391 ms | 98 - 98 MB | NPU
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- | NASNet | ONNX | w8a8_mixed_fp16 | Snapdragon® X Elite | 13.391 ms | 98 - 98 MB | NPU
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- | NASNet | ONNX | w8a8_mixed_fp16 | Snapdragon® 8 Gen 3 Mobile | 8.009 ms | 11 - 519 MB | NPU
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- | NASNet | ONNX | w8a8_mixed_fp16 | Qualcomm® QCS8550 (Proxy) | 11.4 ms | 9 - 16 MB | NPU
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- | NASNet | ONNX | w8a8_mixed_fp16 | Qualcomm® QCS9075 | 13.799 ms | 13 - 16 MB | NPU
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- | NASNet | ONNX | w8a8_mixed_fp16 | Snapdragon® 8 Elite For Galaxy Mobile | 6.814 ms | 12 - 392 MB | NPU
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- | NASNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 9.065 ms | 1 - 661 MB | NPU
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- | NASNet | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 10.459 ms | 1 - 706 MB | NPU
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- | NASNet | QNN_DLC | float | Snapdragon® X2 Elite | 9.378 ms | 1 - 1 MB | NPU
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- | NASNet | QNN_DLC | float | Snapdragon® X Elite | 17.916 ms | 1 - 1 MB | NPU
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- | NASNet | QNN_DLC | float | Snapdragon® X Elite | 17.916 ms | 1 - 1 MB | NPU
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- | NASNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 12.278 ms | 0 - 833 MB | NPU
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- | NASNet | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 17.311 ms | 1 - 278 MB | NPU
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- | NASNet | QNN_DLC | float | Qualcomm® SA8775P | 20.6 ms | 1 - 666 MB | NPU
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- | NASNet | QNN_DLC | float | Qualcomm® SA8775P | 20.6 ms | 1 - 666 MB | NPU
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- | NASNet | QNN_DLC | float | Qualcomm® SA8775P | 20.6 ms | 1 - 666 MB | NPU
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- | NASNet | QNN_DLC | float | Qualcomm® SA7255P | 53.776 ms | 1 - 666 MB | NPU
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- | NASNet | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 34.849 ms | 0 - 808 MB | NPU
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- | NASNet | QNN_DLC | float | Qualcomm® SA8295P | 28.931 ms | 1 - 629 MB | NPU
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- | NASNet | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 10.459 ms | 1 - 706 MB | NPU
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- | NASNet | QNN_DLC | float | Qualcomm® QCS9075 | 28.776 ms | 1 - 3 MB | NPU
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- | NASNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.534 ms | 0 - 564 MB | NPU
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- | NASNet | TFLITE | float | Snapdragon® 8 Elite Mobile | 6.928 ms | 0 - 574 MB | NPU
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- | NASNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 8.635 ms | 0 - 714 MB | NPU
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- | NASNet | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 12.366 ms | 0 - 3 MB | NPU
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- | NASNet | TFLITE | float | Qualcomm® SA8775P | 15.168 ms | 0 - 577 MB | NPU
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- | NASNet | TFLITE | float | Qualcomm® SA8775P | 15.168 ms | 0 - 577 MB | NPU
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- | NASNet | TFLITE | float | Qualcomm® SA8775P | 15.168 ms | 0 - 577 MB | NPU
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- | NASNet | TFLITE | float | Qualcomm® SA7255P | 43.251 ms | 0 - 577 MB | NPU
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- | NASNet | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 29.205 ms | 0 - 697 MB | NPU
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- | NASNet | TFLITE | float | Qualcomm® SA8295P | 23.532 ms | 0 - 541 MB | NPU
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- | NASNet | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 6.928 ms | 0 - 574 MB | NPU
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- | NASNet | TFLITE | float | Qualcomm® QCS9075 | 15.491 ms | 0 - 191 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 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nasnet/releases/v0.55.0/nasnet-onnx-float.zip)
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+ | ONNX | w8a8_mixed_fp16 | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nasnet/releases/v0.55.0/nasnet-onnx-w8a8_mixed_fp16.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/nasnet/releases/v0.55.0/nasnet-qnn_dlc-float.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/nasnet/releases/v0.55.0/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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62
  ## Performance Summary
63
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
64
  |---|---|---|---|---|---|---
65
+ | NASNet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 9.237 ms | 1 - 418 MB | NPU
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+ | NASNet | ONNX | float | Snapdragon® X2 Elite | 9.703 ms | 210 - 210 MB | NPU
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+ | NASNet | ONNX | float | Snapdragon® X Elite | 18.8 ms | 188 - 188 MB | NPU
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+ | NASNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 14.249 ms | 1 - 592 MB | NPU
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+ | NASNet | ONNX | float | Qualcomm® QCS8550 (Proxy) | 18.809 ms | 1 - 17 MB | NPU
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+ | NASNet | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 11.466 ms | 1 - 413 MB | NPU
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+ | NASNet | ONNX | float | Qualcomm® QCS9075 | 32.885 ms | 1 - 46 MB | NPU
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+ | NASNet | ONNX | float | Qualcomm® QCS8750 | 11.466 ms | 1 - 413 MB | NPU
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+ | NASNet | ONNX | float | Qualcomm® QCS7181 | 18.8 ms | 188 - 188 MB | NPU
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+ | NASNet | ONNX | w8a8_mixed_fp16 | Snapdragon® 8 Elite Gen 5 Mobile | 4.766 ms | 0 - 468 MB | NPU
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+ | NASNet | ONNX | w8a8_mixed_fp16 | Snapdragon® X2 Elite | 4.77 ms | 212 - 212 MB | NPU
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+ | NASNet | ONNX | w8a8_mixed_fp16 | Snapdragon® X Elite | 9.564 ms | 149 - 149 MB | NPU
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+ | NASNet | ONNX | w8a8_mixed_fp16 | Snapdragon® 8 Gen 3 Mobile | 6.493 ms | 0 - 628 MB | NPU
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+ | NASNet | ONNX | w8a8_mixed_fp16 | Qualcomm® QCS8550 (Proxy) | 9.305 ms | 0 - 12 MB | NPU
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+ | NASNet | ONNX | w8a8_mixed_fp16 | Snapdragon® 8 Elite For Galaxy Mobile | 5.486 ms | 0 - 480 MB | NPU
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+ | NASNet | ONNX | w8a8_mixed_fp16 | Qualcomm® QCS9075 | 9.98 ms | 0 - 46 MB | NPU
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+ | NASNet | ONNX | w8a8_mixed_fp16 | Qualcomm® QCS8750 | 5.486 ms | 0 - 480 MB | NPU
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+ | NASNet | ONNX | w8a8_mixed_fp16 | Qualcomm® QCS7181 | 9.564 ms | 149 - 149 MB | NPU
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+ | NASNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.731 ms | 1 - 365 MB | NPU
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+ | NASNet | QNN_DLC | float | Snapdragon® X2 Elite | 8.854 ms | 1 - 1 MB | NPU
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+ | NASNet | QNN_DLC | float | Snapdragon® X Elite | 16.705 ms | 1 - 1 MB | NPU
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+ | NASNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 12.116 ms | 1 - 517 MB | NPU
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+ | NASNet | QNN_DLC | float | Qualcomm® QCS8275 | 89.207 ms | 2 - 351 MB | NPU
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+ | NASNet | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 16.279 ms | 1 - 559 MB | NPU
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+ | NASNet | QNN_DLC | float | Qualcomm® SA8775P | 24.402 ms | 1 - 355 MB | NPU
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+ | NASNet | QNN_DLC | float | Qualcomm® SA8650P | 24.402 ms | 1 - 355 MB | NPU
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+ | NASNet | QNN_DLC | float | Qualcomm® SA8255P | 24.402 ms | 1 - 355 MB | NPU
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+ | NASNet | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 48.633 ms | 0 - 472 MB | NPU
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+ | NASNet | QNN_DLC | float | Qualcomm® SA7255P | 89.207 ms | 2 - 351 MB | NPU
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+ | NASNet | QNN_DLC | float | Qualcomm® SA8295P | 38.64 ms | 1 - 310 MB | NPU
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+ | NASNet | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 9.763 ms | 1 - 349 MB | NPU
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+ | NASNet | QNN_DLC | float | Qualcomm® QCS9075 | 26.379 ms | 1 - 4 MB | NPU
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+ | NASNet | QNN_DLC | float | Qualcomm® QCS8750 | 9.763 ms | 1 - 349 MB | NPU
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+ | NASNet | QNN_DLC | float | Qualcomm® QCS7181 | 16.705 ms | 1 - 1 MB | NPU
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+ | NASNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.139 ms | 0 - 546 MB | NPU
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+ | NASNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 12.66 ms | 0 - 697 MB | NPU
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+ | NASNet | TFLITE | float | Qualcomm® QCS8275 | 89.654 ms | 0 - 538 MB | NPU
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+ | NASNet | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 16.751 ms | 0 - 3 MB | NPU
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+ | NASNet | TFLITE | float | Qualcomm® SA8775P | 24.747 ms | 0 - 538 MB | NPU
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+ | NASNet | TFLITE | float | Qualcomm® SA8650P | 24.747 ms | 0 - 538 MB | NPU
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+ | NASNet | TFLITE | float | Qualcomm® SA8255P | 24.747 ms | 0 - 538 MB | NPU
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+ | NASNet | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 50.237 ms | 0 - 651 MB | NPU
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+ | NASNet | TFLITE | float | Qualcomm® SA7255P | 89.654 ms | 0 - 538 MB | NPU
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+ | NASNet | TFLITE | float | Qualcomm® SA8295P | 40.115 ms | 0 - 485 MB | NPU
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+ | NASNet | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 10.382 ms | 0 - 534 MB | NPU
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+ | NASNet | TFLITE | float | Qualcomm® QCS9075 | 25.661 ms | 0 - 192 MB | NPU
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+ | NASNet | TFLITE | float | Qualcomm® QCS8750 | 10.382 ms | 0 - 534 MB | NPU
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  ## License
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  * The license for the original implementation of NASNet can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
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  {
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- "version": "0.54.0",
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  "precisions": {
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  "float": {
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  "universal_assets": {
@@ -8,20 +8,20 @@
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  "qairt": "2.45.0.260326154327",
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  "litert": "1.4.3"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nasnet/releases/v0.54.0/nasnet-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/nasnet/releases/v0.54.0/nasnet-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/nasnet/releases/v0.54.0/nasnet-onnx-float.zip"
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  }
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  }
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  },
@@ -30,9 +30,9 @@
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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/nasnet/releases/v0.54.0/nasnet-onnx-w8a8_mixed_fp16.zip"
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  }
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  }
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  }
 
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  {
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+ "version": "0.55.0",
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  "precisions": {
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  "float": {
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  "universal_assets": {
 
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  "qairt": "2.45.0.260326154327",
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  "litert": "1.4.3"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nasnet/releases/v0.55.0/nasnet-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/nasnet/releases/v0.55.0/nasnet-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": "1.25.0"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nasnet/releases/v0.55.0/nasnet-onnx-float.zip"
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  }
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  }
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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": "1.25.0"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nasnet/releases/v0.55.0/nasnet-onnx-w8a8_mixed_fp16.zip"
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  }
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  }
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  }