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v0.51.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.51.0 for changelog.

Files changed (2) hide show
  1. README.md +59 -59
  2. release_assets.json +46 -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 1.24.3 | [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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@@ -60,60 +60,60 @@ See our repository for [ESRGAN on GitHub](https://github.com/qualcomm/ai-hub-mod
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  ## Performance Summary
61
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
62
  |---|---|---|---|---|---|---
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- | 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
72
- | ESRGAN | ONNX | w8a16 | Snapdragon® X Elite | 43.608 ms | 26 - 26 MB | NPU
73
- | ESRGAN | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 31.699 ms | 3 - 1274 MB | NPU
74
- | ESRGAN | ONNX | w8a16 | Qualcomm® QCS6490 | 15055.988 ms | 201 - 206 MB | CPU
75
- | 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
80
- | 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
82
- | ESRGAN | QNN_DLC | float | Snapdragon® X Elite | 64.893 ms | 0 - 0 MB | NPU
83
- | ESRGAN | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 49.293 ms | 0 - 753 MB | NPU
84
- | ESRGAN | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 451.991 ms | 0 - 347 MB | NPU
85
- | ESRGAN | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 62.242 ms | 0 - 5 MB | NPU
86
- | ESRGAN | QNN_DLC | float | Qualcomm® SA8775P | 105.52 ms | 0 - 347 MB | NPU
87
- | ESRGAN | QNN_DLC | float | Qualcomm® QCS9075 | 107.092 ms | 0 - 5 MB | NPU
88
- | ESRGAN | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 123.008 ms | 0 - 758 MB | NPU
89
- | ESRGAN | QNN_DLC | float | Qualcomm® SA7255P | 451.991 ms | 0 - 347 MB | NPU
90
- | ESRGAN | QNN_DLC | float | Qualcomm® SA8295P | 111.348 ms | 0 - 357 MB | NPU
91
- | ESRGAN | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 37.688 ms | 0 - 328 MB | NPU
92
- | ESRGAN | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 16.41 ms | 0 - 986 MB | NPU
93
- | 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
95
- | 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
97
- | 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
100
- | ESRGAN | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 44.358 ms | 0 - 3 MB | NPU
101
- | ESRGAN | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 1136.334 ms | 0 - 641 MB | NPU
102
- | ESRGAN | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 75.6 ms | 0 - 1277 MB | NPU
103
- | ESRGAN | QNN_DLC | w8a16 | Qualcomm® SA7255P | 132.668 ms | 0 - 668 MB | NPU
104
- | ESRGAN | QNN_DLC | w8a16 | Qualcomm® SA8295P | 64.953 ms | 0 - 712 MB | NPU
105
- | 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
107
- | 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
109
- | ESRGAN | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 452.182 ms | 3 - 392 MB | NPU
110
- | ESRGAN | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 60.474 ms | 3 - 5 MB | NPU
111
- | ESRGAN | TFLITE | float | Qualcomm® SA8775P | 105.57 ms | 3 - 391 MB | NPU
112
- | ESRGAN | TFLITE | float | Qualcomm® QCS9075 | 107.977 ms | 3 - 46 MB | NPU
113
- | ESRGAN | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 114.636 ms | 4 - 799 MB | NPU
114
- | ESRGAN | TFLITE | float | Qualcomm® SA7255P | 452.182 ms | 3 - 392 MB | NPU
115
- | ESRGAN | TFLITE | float | Qualcomm® SA8295P | 111.388 ms | 3 - 396 MB | NPU
116
- | ESRGAN | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 38.154 ms | 3 - 364 MB | NPU
117
 
118
  ## License
119
  * The license for the original implementation of ESRGAN can be found
 
27
 
28
  | 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/v0.51.0/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/v0.51.0/esrgan-onnx-w8a16.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/esrgan/releases/v0.51.0/esrgan-qnn_dlc-float.zip)
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+ | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/esrgan/releases/v0.51.0/esrgan-qnn_dlc-w8a16.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/esrgan/releases/v0.51.0/esrgan-tflite-float.zip)
35
 
36
  For more device-specific assets and performance metrics, visit **[ESRGAN on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/esrgan)**.
37
 
 
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 | 27.953 ms | 7 - 354 MB | NPU
64
+ | ESRGAN | ONNX | float | Snapdragon® X2 Elite | 34.428 ms | 37 - 37 MB | NPU
65
+ | ESRGAN | ONNX | float | Snapdragon® X Elite | 65.458 ms | 37 - 37 MB | NPU
66
+ | ESRGAN | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 49.658 ms | 6 - 791 MB | NPU
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+ | ESRGAN | ONNX | float | Qualcomm® QCS8550 (Proxy) | 68.828 ms | 0 - 44 MB | NPU
68
+ | ESRGAN | ONNX | float | Qualcomm® QCS9075 | 107.687 ms | 6 - 9 MB | NPU
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+ | ESRGAN | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 38.299 ms | 0 - 331 MB | NPU
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+ | ESRGAN | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 18.967 ms | 3 - 1057 MB | NPU
71
+ | ESRGAN | ONNX | w8a16 | Snapdragon® X2 Elite | 22.026 ms | 29 - 29 MB | NPU
72
+ | ESRGAN | ONNX | w8a16 | Snapdragon® X Elite | 43.64 ms | 26 - 26 MB | NPU
73
+ | ESRGAN | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 31.84 ms | 3 - 1278 MB | NPU
74
+ | ESRGAN | ONNX | w8a16 | Qualcomm® QCS6490 | 14967.555 ms | 201 - 206 MB | CPU
75
+ | ESRGAN | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 42.202 ms | 0 - 180 MB | NPU
76
+ | ESRGAN | ONNX | w8a16 | Qualcomm® QCS9075 | 45.32 ms | 3 - 6 MB | NPU
77
+ | ESRGAN | ONNX | w8a16 | Qualcomm® QCM6690 | 7966.267 ms | 185 - 206 MB | CPU
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+ | ESRGAN | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 26.423 ms | 0 - 904 MB | NPU
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+ | ESRGAN | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 7721.104 ms | 147 - 165 MB | CPU
80
+ | ESRGAN | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 25.503 ms | 0 - 331 MB | NPU
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+ | ESRGAN | QNN_DLC | float | Snapdragon® X2 Elite | 34.432 ms | 0 - 0 MB | NPU
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+ | ESRGAN | QNN_DLC | float | Snapdragon® X Elite | 64.91 ms | 0 - 0 MB | NPU
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+ | ESRGAN | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 48.543 ms | 0 - 705 MB | NPU
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+ | ESRGAN | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 452.017 ms | 0 - 354 MB | NPU
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+ | ESRGAN | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 63.084 ms | 0 - 3 MB | NPU
86
+ | ESRGAN | QNN_DLC | float | Qualcomm® SA8775P | 105.491 ms | 0 - 353 MB | NPU
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+ | ESRGAN | QNN_DLC | float | Qualcomm® QCS9075 | 106.309 ms | 0 - 5 MB | NPU
88
+ | ESRGAN | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 110.722 ms | 0 - 709 MB | NPU
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+ | ESRGAN | QNN_DLC | float | Qualcomm® SA7255P | 452.017 ms | 0 - 354 MB | NPU
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+ | ESRGAN | QNN_DLC | float | Qualcomm® SA8295P | 111.351 ms | 0 - 358 MB | NPU
91
+ | ESRGAN | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 37.664 ms | 0 - 334 MB | NPU
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+ | ESRGAN | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 16.176 ms | 0 - 993 MB | NPU
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+ | ESRGAN | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 21.905 ms | 0 - 0 MB | NPU
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+ | ESRGAN | QNN_DLC | w8a16 | Snapdragon® X Elite | 43.096 ms | 0 - 0 MB | NPU
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+ | ESRGAN | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 31.448 ms | 0 - 1038 MB | NPU
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+ | ESRGAN | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 241.235 ms | 2 - 5 MB | NPU
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+ | ESRGAN | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 132.79 ms | 0 - 671 MB | NPU
98
+ | ESRGAN | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 41.236 ms | 0 - 4 MB | NPU
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+ | ESRGAN | QNN_DLC | w8a16 | Qualcomm® SA8775P | 37.663 ms | 0 - 672 MB | NPU
100
+ | ESRGAN | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 44.375 ms | 0 - 3 MB | NPU
101
+ | ESRGAN | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 1130.578 ms | 0 - 633 MB | NPU
102
+ | ESRGAN | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 80.382 ms | 1 - 1114 MB | NPU
103
+ | ESRGAN | QNN_DLC | w8a16 | Qualcomm® SA7255P | 132.79 ms | 0 - 671 MB | NPU
104
+ | ESRGAN | QNN_DLC | w8a16 | Qualcomm® SA8295P | 65.077 ms | 0 - 716 MB | NPU
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+ | ESRGAN | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 28.164 ms | 0 - 844 MB | NPU
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+ | ESRGAN | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 89.638 ms | 0 - 697 MB | NPU
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+ | ESRGAN | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 26.634 ms | 3 - 370 MB | NPU
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+ | ESRGAN | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 48.723 ms | 3 - 746 MB | NPU
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+ | ESRGAN | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 452.061 ms | 3 - 396 MB | NPU
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+ | ESRGAN | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 64.493 ms | 3 - 6 MB | NPU
111
+ | ESRGAN | TFLITE | float | Qualcomm® SA8775P | 105.551 ms | 3 - 396 MB | NPU
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+ | ESRGAN | TFLITE | float | Qualcomm® QCS9075 | 108.57 ms | 1 - 45 MB | NPU
113
+ | ESRGAN | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 113.984 ms | 4 - 745 MB | NPU
114
+ | ESRGAN | TFLITE | float | Qualcomm® SA7255P | 452.061 ms | 3 - 396 MB | NPU
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+ | ESRGAN | TFLITE | float | Qualcomm® SA8295P | 111.391 ms | 1 - 389 MB | NPU
116
+ | ESRGAN | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 37.781 ms | 3 - 367 MB | NPU
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118
  ## License
119
  * The license for the original implementation of ESRGAN can be found
release_assets.json CHANGED
@@ -1 +1,46 @@
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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/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"}}}}}
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "version": "0.51.0",
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+ "precisions": {
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+ "w8a16": {
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+ "universal_assets": {
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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/esrgan/releases/v0.51.0/esrgan-qnn_dlc-w8a16.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/esrgan/releases/v0.51.0/esrgan-onnx-w8a16.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": "1.4.2"
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+ },
28
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/esrgan/releases/v0.51.0/esrgan-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/esrgan/releases/v0.51.0/esrgan-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/esrgan/releases/v0.51.0/esrgan-onnx-float.zip"
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+ }
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+ }
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+ }
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+ }
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+ }