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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 +94 -92
  2. release_assets.json +11 -11
README.md CHANGED
@@ -28,12 +28,12 @@ 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/dncnn/releases/v0.55.0/dncnn-onnx-float.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/dncnn/releases/v0.55.0/dncnn-onnx-w8a8.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/dncnn/releases/v0.55.0/dncnn-qnn_dlc-float.zip)
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- | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/dncnn/releases/v0.55.0/dncnn-qnn_dlc-w8a8.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/dncnn/releases/v0.55.0/dncnn-tflite-float.zip)
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- | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/dncnn/releases/v0.55.0/dncnn-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[DnCNN on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/dncnn)**.
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@@ -63,94 +63,96 @@ See our repository for [DnCNN on GitHub](https://github.com/qualcomm/ai-hub-mode
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  ## Performance Summary
64
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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  |---|---|---|---|---|---|---
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- | DnCNN | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.118 ms | 0 - 143 MB | NPU
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- | DnCNN | ONNX | float | Snapdragon® X2 Elite | 4.042 ms | 212 - 212 MB | NPU
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  | DnCNN | ONNX | float | Snapdragon® X Elite | 7.137 ms | 180 - 180 MB | NPU
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- | DnCNN | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 5.163 ms | 1 - 180 MB | NPU
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- | DnCNN | ONNX | float | Qualcomm® QCS8550 (Proxy) | 6.882 ms | 1 - 15 MB | NPU
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- | DnCNN | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.13 ms | 0 - 143 MB | NPU
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- | DnCNN | ONNX | float | Qualcomm® QCS9075 | 14.432 ms | 0 - 46 MB | NPU
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- | DnCNN | ONNX | float | Qualcomm® QCS8750 | 4.13 ms | 0 - 143 MB | NPU
 
 
 
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  | DnCNN | ONNX | float | Qualcomm® QCS7181 | 7.137 ms | 180 - 180 MB | NPU
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- | DnCNN | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.753 ms | 0 - 34 MB | NPU
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- | DnCNN | ONNX | w8a8 | Snapdragon® X2 Elite | 1.044 ms | 212 - 212 MB | NPU
77
- | DnCNN | ONNX | w8a8 | Snapdragon® X Elite | 1.862 ms | 159 - 159 MB | NPU
78
- | DnCNN | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.33 ms | 0 - 49 MB | NPU
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- | DnCNN | ONNX | w8a8 | Qualcomm® QCS6490 | 131.428 ms | 60 - 63 MB | CPU
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- | DnCNN | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.787 ms | 0 - 46 MB | NPU
81
- | DnCNN | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 160.653 ms | 62 - 69 MB | CPU
82
- | DnCNN | ONNX | w8a8 | Qualcomm® QCM6690 | 192.027 ms | 59 - 67 MB | CPU
83
- | DnCNN | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.218 ms | 0 - 30 MB | NPU
84
- | DnCNN | ONNX | w8a8 | Qualcomm® QCS9075 | 1.942 ms | 0 - 46 MB | NPU
85
- | DnCNN | ONNX | w8a8 | Qualcomm® QCS7790 | 160.653 ms | 62 - 69 MB | CPU
86
- | DnCNN | ONNX | w8a8 | Qualcomm® QCS8750 | 1.218 ms | 0 - 30 MB | NPU
87
- | DnCNN | ONNX | w8a8 | Qualcomm® QCS7181 | 1.862 ms | 159 - 159 MB | NPU
88
- | DnCNN | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.968 ms | 0 - 146 MB | NPU
89
- | DnCNN | QNN_DLC | float | Snapdragon® X2 Elite | 4.17 ms | 0 - 0 MB | NPU
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- | DnCNN | QNN_DLC | float | Snapdragon® X Elite | 7.194 ms | 0 - 0 MB | NPU
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- | DnCNN | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 5.046 ms | 0 - 176 MB | NPU
92
- | DnCNN | QNN_DLC | float | Qualcomm® QCS8275 | 55.973 ms | 0 - 141 MB | NPU
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- | DnCNN | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 6.712 ms | 0 - 2 MB | NPU
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- | DnCNN | QNN_DLC | float | Qualcomm® SA8775P | 13.874 ms | 0 - 143 MB | NPU
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- | DnCNN | QNN_DLC | float | Qualcomm® SA8650P | 13.874 ms | 0 - 143 MB | NPU
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- | DnCNN | QNN_DLC | float | Qualcomm® SA8255P | 13.874 ms | 0 - 143 MB | NPU
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- | DnCNN | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 13.453 ms | 0 - 178 MB | NPU
98
- | DnCNN | QNN_DLC | float | Qualcomm® SA8295P | 15.31 ms | 0 - 139 MB | NPU
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- | DnCNN | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.03 ms | 0 - 145 MB | NPU
100
- | DnCNN | QNN_DLC | float | Qualcomm® SA7255P | 55.973 ms | 0 - 141 MB | NPU
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- | DnCNN | QNN_DLC | float | Qualcomm® QCS9075 | 13.877 ms | 0 - 2 MB | NPU
102
- | DnCNN | QNN_DLC | float | Qualcomm® QCS8750 | 4.03 ms | 0 - 145 MB | NPU
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- | DnCNN | QNN_DLC | float | Qualcomm® QCS7181 | 7.194 ms | 0 - 0 MB | NPU
104
- | DnCNN | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.754 ms | 0 - 31 MB | NPU
105
- | DnCNN | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 1.207 ms | 0 - 0 MB | NPU
106
- | DnCNN | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.998 ms | 0 - 0 MB | NPU
107
- | DnCNN | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.336 ms | 0 - 46 MB | NPU
108
- | DnCNN | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 7.555 ms | 2 - 4 MB | NPU
109
- | DnCNN | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 7.576 ms | 0 - 29 MB | NPU
110
- | DnCNN | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.781 ms | 0 - 2 MB | NPU
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- | DnCNN | QNN_DLC | w8a8 | Qualcomm® SA8775P | 2.006 ms | 0 - 30 MB | NPU
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- | DnCNN | QNN_DLC | w8a8 | Qualcomm® SA8650P | 2.006 ms | 0 - 30 MB | NPU
113
- | DnCNN | QNN_DLC | w8a8 | Qualcomm® SA8255P | 2.006 ms | 0 - 30 MB | NPU
114
- | DnCNN | QNN_DLC | w8a8 | Qualcomm® SA7255P | 7.576 ms | 0 - 29 MB | NPU
115
- | DnCNN | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 3.257 ms | 0 - 140 MB | NPU
116
- | DnCNN | QNN_DLC | w8a8 | Qualcomm® SA8295P | 4.226 ms | 0 - 26 MB | NPU
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- | DnCNN | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 39.089 ms | 0 - 140 MB | NPU
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- | DnCNN | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.213 ms | 0 - 29 MB | NPU
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- | DnCNN | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 1.926 ms | 0 - 2 MB | NPU
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- | DnCNN | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 2.352 ms | 0 - 47 MB | NPU
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- | DnCNN | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 3.257 ms | 0 - 140 MB | NPU
122
- | DnCNN | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 1.213 ms | 0 - 29 MB | NPU
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- | DnCNN | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 1.998 ms | 0 - 0 MB | NPU
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- | DnCNN | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.088 ms | 0 - 148 MB | NPU
125
- | DnCNN | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 5.186 ms | 0 - 178 MB | NPU
126
- | DnCNN | TFLITE | float | Qualcomm® QCS8275 | 56.393 ms | 0 - 142 MB | NPU
127
- | DnCNN | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 6.925 ms | 0 - 2 MB | NPU
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- | DnCNN | TFLITE | float | Qualcomm® SA8775P | 14.164 ms | 0 - 145 MB | NPU
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- | DnCNN | TFLITE | float | Qualcomm® SA8650P | 14.164 ms | 0 - 145 MB | NPU
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- | DnCNN | TFLITE | float | Qualcomm® SA8255P | 14.164 ms | 0 - 145 MB | NPU
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- | DnCNN | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 13.91 ms | 1 - 175 MB | NPU
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- | DnCNN | TFLITE | float | Qualcomm® SA8295P | 15.608 ms | 0 - 141 MB | NPU
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- | DnCNN | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.124 ms | 0 - 149 MB | NPU
134
- | DnCNN | TFLITE | float | Qualcomm® SA7255P | 56.393 ms | 0 - 142 MB | NPU
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- | DnCNN | TFLITE | float | Qualcomm® QCS9075 | 14.438 ms | 0 - 4 MB | NPU
136
- | DnCNN | TFLITE | float | Qualcomm® QCS8750 | 4.124 ms | 0 - 149 MB | NPU
137
- | DnCNN | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.718 ms | 0 - 31 MB | NPU
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- | DnCNN | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.3 ms | 0 - 46 MB | NPU
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- | DnCNN | TFLITE | w8a8 | Qualcomm® QCS6490 | 7.819 ms | 0 - 3 MB | NPU
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- | DnCNN | TFLITE | w8a8 | Qualcomm® QCS8275 | 7.519 ms | 0 - 28 MB | NPU
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- | DnCNN | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.724 ms | 0 - 4 MB | NPU
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- | DnCNN | TFLITE | w8a8 | Qualcomm® SA8775P | 1.984 ms | 0 - 30 MB | NPU
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- | DnCNN | TFLITE | w8a8 | Qualcomm® SA8650P | 1.984 ms | 0 - 30 MB | NPU
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- | DnCNN | TFLITE | w8a8 | Qualcomm® SA8255P | 1.984 ms | 0 - 30 MB | NPU
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- | DnCNN | TFLITE | w8a8 | Qualcomm® SA7255P | 7.519 ms | 0 - 28 MB | NPU
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- | DnCNN | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 3.214 ms | 0 - 141 MB | NPU
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- | DnCNN | TFLITE | w8a8 | Qualcomm® SA8295P | 4.175 ms | 0 - 26 MB | NPU
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- | DnCNN | TFLITE | w8a8 | Qualcomm® QCM6690 | 39.027 ms | 0 - 141 MB | NPU
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- | DnCNN | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.175 ms | 0 - 29 MB | NPU
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- | DnCNN | TFLITE | w8a8 | Qualcomm® QCS9075 | 1.846 ms | 0 - 3 MB | NPU
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- | DnCNN | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 2.355 ms | 0 - 48 MB | NPU
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- | DnCNN | TFLITE | w8a8 | Qualcomm® QCS7790 | 3.214 ms | 0 - 141 MB | NPU
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- | DnCNN | TFLITE | w8a8 | Qualcomm® QCS8750 | 1.175 ms | 0 - 29 MB | NPU
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155
  ## License
156
  * The license for the original implementation of DnCNN can be found
 
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29
  | 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/dncnn/releases/v0.56.0/dncnn-onnx-float.zip)
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+ | ONNX | w8a8 | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/dncnn/releases/v0.56.0/dncnn-onnx-w8a8.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/dncnn/releases/v0.56.0/dncnn-qnn_dlc-float.zip)
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+ | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/dncnn/releases/v0.56.0/dncnn-qnn_dlc-w8a8.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/dncnn/releases/v0.56.0/dncnn-tflite-float.zip)
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+ | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/dncnn/releases/v0.56.0/dncnn-tflite-w8a8.zip)
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38
  For more device-specific assets and performance metrics, visit **[DnCNN on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/dncnn)**.
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63
  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
65
  |---|---|---|---|---|---|---
66
+ | DnCNN | ONNX | float | Snapdragon® X2 Elite | 4.042 ms | 213 - 213 MB | NPU
 
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  | DnCNN | ONNX | float | Snapdragon® X Elite | 7.137 ms | 180 - 180 MB | NPU
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+ | DnCNN | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 5.17 ms | 2 - 171 MB | NPU
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+ | DnCNN | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 13.831 ms | 1 - 170 MB | NPU
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+ | DnCNN | ONNX | float | Qualcomm® QCS8550 (Proxy) | 6.94 ms | 1 - 4 MB | NPU
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+ | DnCNN | ONNX | float | Qualcomm® QCS8450 | 13.831 ms | 1 - 170 MB | NPU
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+ | DnCNN | ONNX | float | Snapdragon® 8 Elite Mobile | 4.126 ms | 0 - 143 MB | NPU
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+ | DnCNN | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.133 ms | 0 - 141 MB | NPU
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+ | DnCNN | ONNX | float | Qualcomm® QCS9075 | 14.5 ms | 0 - 46 MB | NPU
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+ | DnCNN | ONNX | float | Qualcomm® QCS8750 | 4.126 ms | 0 - 143 MB | NPU
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  | DnCNN | ONNX | float | Qualcomm® QCS7181 | 7.137 ms | 180 - 180 MB | NPU
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+ | DnCNN | ONNX | w8a8 | Snapdragon® X2 Elite | 1.042 ms | 213 - 213 MB | NPU
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+ | DnCNN | ONNX | w8a8 | Snapdragon® X Elite | 1.875 ms | 149 - 149 MB | NPU
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+ | DnCNN | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.337 ms | 0 - 37 MB | NPU
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+ | DnCNN | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 2.401 ms | 0 - 44 MB | NPU
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+ | DnCNN | ONNX | w8a8 | Qualcomm® QCS6490 | 7.86 ms | 0 - 46 MB | NPU
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+ | DnCNN | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.797 ms | 0 - 23 MB | NPU
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+ | DnCNN | ONNX | w8a8 | Qualcomm® QCS8450 | 2.401 ms | 0 - 44 MB | NPU
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+ | DnCNN | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.76 ms | 0 - 27 MB | NPU
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+ | DnCNN | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 3.261 ms | 0 - 143 MB | NPU
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+ | DnCNN | ONNX | w8a8 | Qualcomm® QCM6690 | 40.034 ms | 0 - 139 MB | NPU
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+ | DnCNN | ONNX | w8a8 | Qualcomm® QCS9075 | 1.946 ms | 0 - 46 MB | NPU
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+ | DnCNN | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 1.23 ms | 0 - 30 MB | NPU
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+ | DnCNN | ONNX | w8a8 | Qualcomm® QCS7790 | 3.261 ms | 0 - 143 MB | NPU
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+ | DnCNN | ONNX | w8a8 | Qualcomm® QCS8750 | 1.23 ms | 0 - 30 MB | NPU
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+ | DnCNN | ONNX | w8a8 | Qualcomm® QCS7181 | 1.875 ms | 149 - 149 MB | NPU
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+ | DnCNN | QNN_DLC | float | Snapdragon® X2 Elite | 4.176 ms | 0 - 0 MB | NPU
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+ | DnCNN | QNN_DLC | float | Snapdragon® X Elite | 7.206 ms | 0 - 0 MB | NPU
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+ | DnCNN | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 5.05 ms | 0 - 177 MB | NPU
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+ | DnCNN | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 13.731 ms | 0 - 176 MB | NPU
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+ | DnCNN | QNN_DLC | float | Qualcomm® QCS8275 | 55.986 ms | 0 - 141 MB | NPU
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+ | DnCNN | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 6.7 ms | 0 - 2 MB | NPU
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+ | DnCNN | QNN_DLC | float | Qualcomm® QCS8450 | 13.731 ms | 0 - 176 MB | NPU
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+ | DnCNN | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 4.035 ms | 0 - 140 MB | NPU
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+ | DnCNN | QNN_DLC | float | Qualcomm® SA8295P | 15.291 ms | 0 - 139 MB | NPU
101
+ | DnCNN | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.974 ms | 0 - 145 MB | NPU
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+ | DnCNN | QNN_DLC | float | Qualcomm® SA7255P | 55.986 ms | 0 - 141 MB | NPU
103
+ | DnCNN | QNN_DLC | float | Qualcomm® QCS9075 | 14.179 ms | 2 - 4 MB | NPU
104
+ | DnCNN | QNN_DLC | float | Qualcomm® QCS8750 | 4.035 ms | 0 - 140 MB | NPU
105
+ | DnCNN | QNN_DLC | float | Qualcomm® QCS7181 | 7.206 ms | 0 - 0 MB | NPU
106
+ | DnCNN | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 1.172 ms | 0 - 0 MB | NPU
107
+ | DnCNN | QNN_DLC | w8a8 | Snapdragon® X Elite | 2.01 ms | 1 - 1 MB | NPU
108
+ | DnCNN | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.327 ms | 0 - 46 MB | NPU
109
+ | DnCNN | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 2.414 ms | 0 - 53 MB | NPU
110
+ | DnCNN | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 7.566 ms | 0 - 2 MB | NPU
111
+ | DnCNN | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 7.608 ms | 0 - 28 MB | NPU
112
+ | DnCNN | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.792 ms | 0 - 1 MB | NPU
113
+ | DnCNN | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 2.414 ms | 0 - 53 MB | NPU
114
+ | DnCNN | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.753 ms | 0 - 28 MB | NPU
115
+ | DnCNN | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 3.255 ms | 0 - 140 MB | NPU
116
+ | DnCNN | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 38.856 ms | 0 - 140 MB | NPU
117
+ | DnCNN | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 1.928 ms | 2 - 4 MB | NPU
118
+ | DnCNN | QNN_DLC | w8a8 | Qualcomm® SA7255P | 7.608 ms | 0 - 28 MB | NPU
119
+ | DnCNN | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 1.207 ms | 0 - 30 MB | NPU
120
+ | DnCNN | QNN_DLC | w8a8 | Qualcomm® SA8295P | 4.206 ms | 0 - 26 MB | NPU
121
+ | DnCNN | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 3.255 ms | 0 - 140 MB | NPU
122
+ | DnCNN | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 1.207 ms | 0 - 30 MB | NPU
123
+ | DnCNN | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 2.01 ms | 1 - 1 MB | NPU
124
+ | DnCNN | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 5.199 ms | 0 - 179 MB | NPU
125
+ | DnCNN | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 14.1 ms | 1 - 180 MB | NPU
126
+ | DnCNN | TFLITE | float | Qualcomm® QCS8275 | 56.398 ms | 0 - 142 MB | NPU
127
+ | DnCNN | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 6.946 ms | 0 - 3 MB | NPU
128
+ | DnCNN | TFLITE | float | Qualcomm® SA8775P | 2195.166 ms | 0 - 26 MB | GPU
129
+ | DnCNN | TFLITE | float | Qualcomm® SA8650P | 2195.166 ms | 0 - 26 MB | GPU
130
+ | DnCNN | TFLITE | float | Qualcomm® SA8255P | 2195.166 ms | 0 - 26 MB | GPU
131
+ | DnCNN | TFLITE | float | Qualcomm® QCS8450 | 14.1 ms | 1 - 180 MB | NPU
132
+ | DnCNN | TFLITE | float | Snapdragon® 8 Elite Mobile | 4.128 ms | 0 - 143 MB | NPU
133
+ | DnCNN | TFLITE | float | Qualcomm® SA8295P | 15.612 ms | 0 - 141 MB | NPU
134
+ | DnCNN | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.097 ms | 0 - 147 MB | NPU
135
+ | DnCNN | TFLITE | float | Qualcomm® SA7255P | 56.398 ms | 0 - 142 MB | NPU
136
+ | DnCNN | TFLITE | float | Qualcomm® QCS9075 | 14.225 ms | 0 - 4 MB | NPU
137
+ | DnCNN | TFLITE | float | Qualcomm® QCS8750 | 4.128 ms | 0 - 143 MB | NPU
138
+ | DnCNN | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.302 ms | 0 - 46 MB | NPU
139
+ | DnCNN | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 2.315 ms | 0 - 51 MB | NPU
140
+ | DnCNN | TFLITE | w8a8 | Qualcomm® QCS6490 | 7.798 ms | 0 - 3 MB | NPU
141
+ | DnCNN | TFLITE | w8a8 | Qualcomm® QCS8275 | 7.521 ms | 0 - 29 MB | NPU
142
+ | DnCNN | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.721 ms | 0 - 3 MB | NPU
143
+ | DnCNN | TFLITE | w8a8 | Qualcomm® SA8775P | 2203.903 ms | 1 - 26 MB | GPU
144
+ | DnCNN | TFLITE | w8a8 | Qualcomm® SA8650P | 2203.903 ms | 1 - 26 MB | GPU
145
+ | DnCNN | TFLITE | w8a8 | Qualcomm® SA8255P | 2203.903 ms | 1 - 26 MB | GPU
146
+ | DnCNN | TFLITE | w8a8 | Qualcomm® QCS8450 | 2.315 ms | 0 - 51 MB | NPU
147
+ | DnCNN | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.724 ms | 0 - 29 MB | NPU
148
+ | DnCNN | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 3.213 ms | 0 - 141 MB | NPU
149
+ | DnCNN | TFLITE | w8a8 | Qualcomm® QCM6690 | 38.925 ms | 0 - 140 MB | NPU
150
+ | DnCNN | TFLITE | w8a8 | Qualcomm® QCS9075 | 1.853 ms | 0 - 3 MB | NPU
151
+ | DnCNN | TFLITE | w8a8 | Qualcomm® SA7255P | 7.521 ms | 0 - 29 MB | NPU
152
+ | DnCNN | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 1.175 ms | 0 - 33 MB | NPU
153
+ | DnCNN | TFLITE | w8a8 | Qualcomm® SA8295P | 4.179 ms | 0 - 27 MB | NPU
154
+ | DnCNN | TFLITE | w8a8 | Qualcomm® QCS7790 | 3.213 ms | 0 - 141 MB | NPU
155
+ | DnCNN | TFLITE | w8a8 | Qualcomm® QCS8750 | 1.175 ms | 0 - 33 MB | NPU
156
 
157
  ## License
158
  * The license for the original implementation of DnCNN can be found
release_assets.json CHANGED
@@ -1,27 +1,27 @@
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  {
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- "version": "0.55.0",
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  "precisions": {
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  "universal_assets": {
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  "tflite": {
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- "litert": "1.4.3"
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/dncnn/releases/v0.55.0/dncnn-tflite-float.zip"
12
  },
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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/dncnn/releases/v0.55.0/dncnn-qnn_dlc-float.zip"
18
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  "onnx": {
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  "tool_versions": {
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/dncnn/releases/v0.55.0/dncnn-onnx-float.zip"
25
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27
  },
@@ -30,22 +30,22 @@
30
  "tflite": {
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/dncnn/releases/v0.55.0/dncnn-tflite-w8a8.zip"
36
  },
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  "qnn_dlc": {
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/dncnn/releases/v0.55.0/dncnn-qnn_dlc-w8a8.zip"
42
  },
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  "onnx": {
44
  "tool_versions": {
45
- "qairt": "2.42.0.251225135753_193295",
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/dncnn/releases/v0.55.0/dncnn-onnx-w8a8.zip"
49
  }
50
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  }
 
1
  {
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+ "version": "0.56.0",
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  "qnn_dlc": {
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/dncnn/releases/v0.56.0/dncnn-qnn_dlc-float.zip"
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  "onnx": {
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  "tool_versions": {
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30
  "tflite": {
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  "qnn_dlc": {
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/dncnn/releases/v0.56.0/dncnn-qnn_dlc-w8a8.zip"
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  "onnx": {
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  "tool_versions": {
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/dncnn/releases/v0.56.0/dncnn-onnx-w8a8.zip"
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  }