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v0.56.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.56.0 for changelog.

Files changed (2) hide show
  1. README.md +54 -51
  2. release_assets.json +17 -17
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 1.25.0 | [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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@@ -62,53 +62,56 @@ 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
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
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
+ | ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nasnet/releases/v0.56.0/nasnet-onnx-float.zip)
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+ | ONNX | w8a8_mixed_fp16 | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nasnet/releases/v0.56.0/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/v0.56.0/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/v0.56.0/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)**.
37
 
 
62
  ## Performance Summary
63
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
64
  |---|---|---|---|---|---|---
65
+ | NASNet | ONNX | float | Snapdragon® X2 Elite | 9.628 ms | 179 - 179 MB | NPU
66
+ | NASNet | ONNX | float | Snapdragon® X Elite | 18.994 ms | 188 - 188 MB | NPU
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+ | NASNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 14.224 ms | 1 - 560 MB | NPU
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+ | NASNet | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 52.539 ms | 2 - 509 MB | NPU
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+ | NASNet | ONNX | float | Qualcomm® QCS8550 (Proxy) | 18.865 ms | 0 - 194 MB | NPU
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+ | NASNet | ONNX | float | Qualcomm® QCS8450 | 52.539 ms | 2 - 509 MB | NPU
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+ | NASNet | ONNX | float | Snapdragon® 8 Elite Mobile | 11.763 ms | 1 - 403 MB | NPU
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+ | NASNet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 9.431 ms | 1 - 411 MB | NPU
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+ | NASNet | ONNX | float | Qualcomm® QCS9075 | 29.458 ms | 1 - 46 MB | NPU
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+ | NASNet | ONNX | float | Qualcomm® QCS8750 | 11.763 ms | 1 - 403 MB | NPU
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+ | NASNet | ONNX | float | Qualcomm® QCS7181 | 18.994 ms | 188 - 188 MB | NPU
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+ | NASNet | ONNX | w8a8_mixed_fp16 | Snapdragon® X2 Elite | 4.622 ms | 180 - 180 MB | NPU
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+ | NASNet | ONNX | w8a8_mixed_fp16 | Snapdragon® X Elite | 9.438 ms | 149 - 149 MB | NPU
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+ | NASNet | ONNX | w8a8_mixed_fp16 | Snapdragon® 8 Gen 3 Mobile | 6.51 ms | 0 - 609 MB | NPU
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+ | NASNet | ONNX | w8a8_mixed_fp16 | Snapdragon® 8 Gen 1 Mobile | 19.186 ms | 1 - 593 MB | NPU
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+ | NASNet | ONNX | w8a8_mixed_fp16 | Qualcomm® QCS8550 (Proxy) | 9.226 ms | 1 - 162 MB | NPU
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+ | NASNet | ONNX | w8a8_mixed_fp16 | Qualcomm® QCS8450 | 19.186 ms | 1 - 593 MB | NPU
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+ | NASNet | ONNX | w8a8_mixed_fp16 | Qualcomm® QCS9075 | 10.017 ms | 0 - 46 MB | NPU
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+ | NASNet | ONNX | w8a8_mixed_fp16 | Snapdragon® 8 Elite Mobile | 5.311 ms | 1 - 487 MB | NPU
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+ | NASNet | ONNX | w8a8_mixed_fp16 | Snapdragon® 8 Elite Gen 5 Mobile | 4.713 ms | 0 - 478 MB | NPU
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+ | NASNet | ONNX | w8a8_mixed_fp16 | Qualcomm® QCS8750 | 5.311 ms | 1 - 487 MB | NPU
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+ | NASNet | ONNX | w8a8_mixed_fp16 | Qualcomm® QCS7181 | 9.438 ms | 149 - 149 MB | NPU
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+ | NASNet | QNN_DLC | float | Snapdragon® X2 Elite | 8.842 ms | 1 - 1 MB | NPU
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+ | NASNet | QNN_DLC | float | Snapdragon® X Elite | 16.703 ms | 1 - 1 MB | NPU
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+ | NASNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 12.088 ms | 0 - 515 MB | NPU
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+ | NASNet | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 48.588 ms | 0 - 472 MB | NPU
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+ | NASNet | QNN_DLC | float | Qualcomm® QCS8275 | 89.226 ms | 1 - 351 MB | NPU
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+ | NASNet | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 16.242 ms | 1 - 4 MB | NPU
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+ | NASNet | QNN_DLC | float | Qualcomm® QCS8450 | 48.588 ms | 0 - 472 MB | NPU
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+ | NASNet | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 9.757 ms | 1 - 351 MB | NPU
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+ | NASNet | QNN_DLC | float | Qualcomm® SA8295P | 38.656 ms | 1 - 310 MB | NPU
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+ | NASNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.732 ms | 0 - 367 MB | NPU
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+ | NASNet | QNN_DLC | float | Qualcomm® SA7255P | 89.226 ms | 1 - 351 MB | NPU
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+ | NASNet | QNN_DLC | float | Qualcomm® QCS9075 | 26.592 ms | 3 - 6 MB | NPU
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+ | NASNet | QNN_DLC | float | Qualcomm® QCS8750 | 9.757 ms | 1 - 351 MB | NPU
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+ | NASNet | QNN_DLC | float | Qualcomm® QCS7181 | 16.703 ms | 1 - 1 MB | NPU
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+ | NASNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 12.677 ms | 0 - 695 MB | NPU
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+ | NASNet | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 50.114 ms | 0 - 652 MB | NPU
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+ | NASNet | TFLITE | float | Qualcomm® QCS8275 | 89.665 ms | 0 - 538 MB | NPU
104
+ | NASNet | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 16.786 ms | 0 - 197 MB | NPU
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+ | NASNet | TFLITE | float | Qualcomm® SA8775P | 128.657 ms | 0 - 33 MB | GPU
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+ | NASNet | TFLITE | float | Qualcomm® SA8650P | 128.657 ms | 0 - 33 MB | GPU
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+ | NASNet | TFLITE | float | Qualcomm® SA8255P | 128.657 ms | 0 - 33 MB | GPU
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+ | NASNet | TFLITE | float | Qualcomm® QCS8450 | 50.114 ms | 0 - 652 MB | NPU
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+ | NASNet | TFLITE | float | Snapdragon® 8 Elite Mobile | 10.319 ms | 0 - 533 MB | NPU
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+ | NASNet | TFLITE | float | Qualcomm® SA8295P | 40.092 ms | 0 - 486 MB | NPU
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+ | NASNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.164 ms | 0 - 551 MB | NPU
112
+ | NASNet | TFLITE | float | Qualcomm® SA7255P | 89.665 ms | 0 - 538 MB | NPU
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+ | NASNet | TFLITE | float | Qualcomm® QCS9075 | 25.195 ms | 0 - 192 MB | NPU
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+ | NASNet | TFLITE | float | Qualcomm® QCS8750 | 10.319 ms | 0 - 533 MB | NPU
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116
  ## License
117
  * The license for the original implementation of NASNet can be found
release_assets.json CHANGED
@@ -1,38 +1,38 @@
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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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  "tflite": {
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  "tool_versions": {
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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"
18
  },
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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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- "w8a8_mixed_fp16": {
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- "universal_assets": {
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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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  }
 
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  {
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+ "version": "0.56.0",
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  "precisions": {
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+ "w8a8_mixed_fp16": {
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+ "universal_assets": {
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+ "onnx": {
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+ "tool_versions": {
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+ "qairt": "2.45.0.260326154327",
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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/v0.56.0/nasnet-onnx-w8a8_mixed_fp16.zip"
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+ }
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+ }
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+ },
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  "float": {
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  "universal_assets": {
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  "tflite": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327",
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+ "litert": "1.4.4"
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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/v0.56.0/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/v0.56.0/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": "2.45.0.260326154327",
 
 
 
 
 
 
 
 
 
 
 
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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/v0.56.0/nasnet-onnx-float.zip"
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  }
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  }
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  }