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v0.50.2

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

Files changed (2) hide show
  1. README.md +59 -59
  2. release_assets.json +1 -1
README.md CHANGED
@@ -27,11 +27,11 @@ 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/esrgan/releases/v0.50.1/esrgan-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/esrgan/releases/v0.50.1/esrgan-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/esrgan/releases/v0.50.1/esrgan-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/esrgan/releases/v0.50.1/esrgan-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/esrgan/releases/v0.50.1/esrgan-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[ESRGAN on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/esrgan)**.
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@@ -60,60 +60,60 @@ See our repository for [ESRGAN 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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- | ESRGAN | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 28.538 ms | 7 - 353 MB | NPU
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- | ESRGAN | ONNX | float | Snapdragon® X2 Elite | 34.444 ms | 37 - 37 MB | NPU
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- | ESRGAN | ONNX | float | Snapdragon® X Elite | 65.508 ms | 37 - 37 MB | NPU
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- | ESRGAN | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 49.826 ms | 7 - 788 MB | NPU
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- | ESRGAN | ONNX | float | Qualcomm® QCS8550 (Proxy) | 70.495 ms | 0 - 44 MB | NPU
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- | ESRGAN | ONNX | float | Qualcomm® QCS9075 | 106.789 ms | 6 - 9 MB | NPU
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- | ESRGAN | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 38.098 ms | 2 - 348 MB | NPU
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- | ESRGAN | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 16.934 ms | 3 - 1057 MB | NPU
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- | ESRGAN | ONNX | w8a16 | Snapdragon® X2 Elite | 22.032 ms | 29 - 29 MB | NPU
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- | ESRGAN | ONNX | w8a16 | Snapdragon® X Elite | 43.59 ms | 26 - 26 MB | NPU
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- | ESRGAN | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 31.864 ms | 3 - 1277 MB | NPU
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- | ESRGAN | ONNX | w8a16 | Qualcomm® QCS6490 | 15432.176 ms | 201 - 206 MB | CPU
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- | ESRGAN | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 42.578 ms | 0 - 33 MB | NPU
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- | ESRGAN | ONNX | w8a16 | Qualcomm® QCS9075 | 45.3 ms | 3 - 6 MB | NPU
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- | ESRGAN | ONNX | w8a16 | Qualcomm® QCM6690 | 7969.71 ms | 183 - 205 MB | CPU
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- | ESRGAN | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 26.4 ms | 3 - 906 MB | NPU
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- | ESRGAN | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 7740.946 ms | 146 - 165 MB | CPU
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- | ESRGAN | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 26.79 ms | 0 - 327 MB | NPU
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- | ESRGAN | QNN_DLC | float | Snapdragon® X2 Elite | 34.26 ms | 0 - 0 MB | NPU
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- | ESRGAN | QNN_DLC | float | Snapdragon® X Elite | 64.939 ms | 0 - 0 MB | NPU
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- | ESRGAN | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 49.222 ms | 0 - 750 MB | NPU
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- | ESRGAN | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 451.992 ms | 0 - 348 MB | NPU
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- | ESRGAN | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 63.691 ms | 0 - 13 MB | NPU
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- | ESRGAN | QNN_DLC | float | Qualcomm® SA8775P | 503.818 ms | 0 - 348 MB | NPU
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- | ESRGAN | QNN_DLC | float | Qualcomm® QCS9075 | 106.514 ms | 0 - 5 MB | NPU
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- | ESRGAN | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 124.339 ms | 0 - 754 MB | NPU
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- | ESRGAN | QNN_DLC | float | Qualcomm® SA7255P | 451.992 ms | 0 - 348 MB | NPU
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- | ESRGAN | QNN_DLC | float | Qualcomm® SA8295P | 111.36 ms | 0 - 357 MB | NPU
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- | ESRGAN | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 38.175 ms | 0 - 333 MB | NPU
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- | ESRGAN | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 17.147 ms | 0 - 985 MB | NPU
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- | ESRGAN | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 22.043 ms | 0 - 0 MB | NPU
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- | ESRGAN | QNN_DLC | w8a16 | Snapdragon® X Elite | 43.159 ms | 0 - 0 MB | NPU
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- | ESRGAN | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 31.434 ms | 0 - 1192 MB | NPU
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- | ESRGAN | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 241.211 ms | 0 - 3 MB | NPU
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- | ESRGAN | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 132.69 ms | 0 - 668 MB | NPU
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- | ESRGAN | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 41.561 ms | 0 - 3 MB | NPU
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- | ESRGAN | QNN_DLC | w8a16 | Qualcomm® SA8775P | 37.772 ms | 0 - 668 MB | NPU
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- | ESRGAN | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 44.05 ms | 0 - 3 MB | NPU
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- | ESRGAN | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 1138.246 ms | 0 - 645 MB | NPU
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- | ESRGAN | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 77.4 ms | 1 - 1275 MB | NPU
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- | ESRGAN | QNN_DLC | w8a16 | Qualcomm® SA7255P | 132.69 ms | 0 - 668 MB | NPU
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- | ESRGAN | QNN_DLC | w8a16 | Qualcomm® SA8295P | 64.975 ms | 0 - 712 MB | NPU
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- | ESRGAN | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 28.332 ms | 0 - 839 MB | NPU
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- | ESRGAN | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 89.218 ms | 0 - 703 MB | NPU
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- | ESRGAN | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 27.777 ms | 3 - 371 MB | NPU
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- | ESRGAN | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 48.58 ms | 1 - 798 MB | NPU
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- | ESRGAN | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 452.045 ms | 3 - 391 MB | NPU
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- | ESRGAN | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 59.672 ms | 3 - 6 MB | NPU
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- | ESRGAN | TFLITE | float | Qualcomm® SA8775P | 105.566 ms | 3 - 392 MB | NPU
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- | ESRGAN | TFLITE | float | Qualcomm® QCS9075 | 107.995 ms | 3 - 47 MB | NPU
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- | ESRGAN | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 118.399 ms | 4 - 796 MB | NPU
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- | ESRGAN | TFLITE | float | Qualcomm® SA7255P | 452.045 ms | 3 - 391 MB | NPU
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- | ESRGAN | TFLITE | float | Qualcomm® SA8295P | 111.389 ms | 3 - 396 MB | NPU
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- | ESRGAN | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 37.517 ms | 3 - 364 MB | NPU
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  ## License
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  * The license for the original implementation of ESRGAN can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
30
+ | 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/esrgan/releases/v0.50.2/esrgan-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/esrgan/releases/v0.50.2/esrgan-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/esrgan/releases/v0.50.2/esrgan-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/esrgan/releases/v0.50.2/esrgan-qnn_dlc-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/esrgan/releases/v0.50.2/esrgan-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[ESRGAN on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/esrgan)**.
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60
  ## Performance Summary
61
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
62
  |---|---|---|---|---|---|---
63
+ | ESRGAN | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 27.797 ms | 7 - 353 MB | NPU
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+ | ESRGAN | ONNX | float | Snapdragon® X2 Elite | 34.403 ms | 37 - 37 MB | NPU
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+ | ESRGAN | ONNX | float | Snapdragon® X Elite | 65.477 ms | 37 - 37 MB | NPU
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+ | ESRGAN | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 49.525 ms | 6 - 791 MB | NPU
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+ | ESRGAN | ONNX | float | Qualcomm® QCS8550 (Proxy) | 66.552 ms | 0 - 44 MB | NPU
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+ | ESRGAN | ONNX | float | Qualcomm® QCS9075 | 107.596 ms | 6 - 9 MB | NPU
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+ | ESRGAN | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 38.299 ms | 8 - 352 MB | NPU
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+ | ESRGAN | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 17.399 ms | 3 - 1057 MB | NPU
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+ | ESRGAN | ONNX | w8a16 | Snapdragon® X2 Elite | 21.944 ms | 29 - 29 MB | NPU
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+ | ESRGAN | ONNX | w8a16 | Snapdragon® X Elite | 43.608 ms | 26 - 26 MB | NPU
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+ | ESRGAN | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 31.699 ms | 3 - 1274 MB | NPU
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+ | ESRGAN | ONNX | w8a16 | Qualcomm® QCS6490 | 15055.988 ms | 201 - 206 MB | CPU
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+ | ESRGAN | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 42.325 ms | 0 - 801 MB | NPU
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+ | ESRGAN | ONNX | w8a16 | Qualcomm® QCS9075 | 45.715 ms | 3 - 6 MB | NPU
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+ | ESRGAN | ONNX | w8a16 | Qualcomm® QCM6690 | 7963.163 ms | 185 - 206 MB | CPU
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+ | ESRGAN | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 26.406 ms | 0 - 904 MB | NPU
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+ | ESRGAN | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 7728.283 ms | 146 - 164 MB | CPU
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+ | ESRGAN | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 24.936 ms | 0 - 328 MB | NPU
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+ | ESRGAN | QNN_DLC | float | Snapdragon® X2 Elite | 34.236 ms | 0 - 0 MB | NPU
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+ | ESRGAN | QNN_DLC | float | Snapdragon® X Elite | 64.893 ms | 0 - 0 MB | NPU
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+ | ESRGAN | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 49.293 ms | 0 - 753 MB | NPU
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+ | ESRGAN | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 451.991 ms | 0 - 347 MB | NPU
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+ | ESRGAN | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 62.242 ms | 0 - 5 MB | NPU
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+ | ESRGAN | QNN_DLC | float | Qualcomm® SA8775P | 105.52 ms | 0 - 347 MB | NPU
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+ | ESRGAN | QNN_DLC | float | Qualcomm® QCS9075 | 107.092 ms | 0 - 5 MB | NPU
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+ | ESRGAN | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 123.008 ms | 0 - 758 MB | NPU
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+ | ESRGAN | QNN_DLC | float | Qualcomm® SA7255P | 451.991 ms | 0 - 347 MB | NPU
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+ | ESRGAN | QNN_DLC | float | Qualcomm® SA8295P | 111.348 ms | 0 - 357 MB | NPU
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+ | ESRGAN | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 37.688 ms | 0 - 328 MB | NPU
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+ | ESRGAN | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 16.41 ms | 0 - 986 MB | NPU
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+ | ESRGAN | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 22.037 ms | 0 - 0 MB | NPU
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+ | ESRGAN | QNN_DLC | w8a16 | Snapdragon® X Elite | 43.187 ms | 0 - 0 MB | NPU
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+ | ESRGAN | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 31.208 ms | 0 - 1189 MB | NPU
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+ | ESRGAN | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 241.752 ms | 0 - 3 MB | NPU
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+ | ESRGAN | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 132.668 ms | 0 - 668 MB | NPU
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+ | ESRGAN | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 41.514 ms | 0 - 3 MB | NPU
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+ | ESRGAN | QNN_DLC | w8a16 | Qualcomm® SA8775P | 37.748 ms | 0 - 668 MB | NPU
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+ | ESRGAN | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 44.358 ms | 0 - 3 MB | NPU
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+ | ESRGAN | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 1136.334 ms | 0 - 641 MB | NPU
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+ | ESRGAN | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 75.6 ms | 0 - 1277 MB | NPU
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+ | ESRGAN | QNN_DLC | w8a16 | Qualcomm® SA7255P | 132.668 ms | 0 - 668 MB | NPU
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+ | ESRGAN | QNN_DLC | w8a16 | Qualcomm® SA8295P | 64.953 ms | 0 - 712 MB | NPU
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+ | ESRGAN | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 28.325 ms | 0 - 840 MB | NPU
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+ | ESRGAN | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 94.984 ms | 0 - 707 MB | NPU
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+ | ESRGAN | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 27.209 ms | 3 - 371 MB | NPU
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+ | ESRGAN | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 51.995 ms | 0 - 795 MB | NPU
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+ | ESRGAN | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 452.182 ms | 3 - 392 MB | NPU
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+ | ESRGAN | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 60.474 ms | 3 - 5 MB | NPU
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+ | ESRGAN | TFLITE | float | Qualcomm® SA8775P | 105.57 ms | 3 - 391 MB | NPU
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+ | ESRGAN | TFLITE | float | Qualcomm® QCS9075 | 107.977 ms | 3 - 46 MB | NPU
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+ | ESRGAN | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 114.636 ms | 4 - 799 MB | NPU
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+ | ESRGAN | TFLITE | float | Qualcomm® SA7255P | 452.182 ms | 3 - 392 MB | NPU
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+ | ESRGAN | TFLITE | float | Qualcomm® SA8295P | 111.388 ms | 3 - 396 MB | NPU
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+ | ESRGAN | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 38.154 ms | 3 - 364 MB | NPU
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  ## License
119
  * The license for the original implementation of ESRGAN can be found
release_assets.json CHANGED
@@ -1 +1 @@
1
- {"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/esrgan/releases/v0.50.1/esrgan-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/esrgan/releases/v0.50.1/esrgan-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/esrgan/releases/v0.50.1/esrgan-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/esrgan/releases/v0.50.1/esrgan-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/esrgan/releases/v0.50.1/esrgan-onnx-float.zip"}}}}}
 
1
+ {"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/esrgan/releases/v0.50.2/esrgan-onnx-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/esrgan/releases/v0.50.2/esrgan-qnn_dlc-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/esrgan/releases/v0.50.2/esrgan-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/esrgan/releases/v0.50.2/esrgan-onnx-w8a16.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/esrgan/releases/v0.50.2/esrgan-qnn_dlc-w8a16.zip"}}}}}