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QuickSRNetLarge

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v0.59.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.59.0 for changelog.

Files changed (2) hide show
  1. README.md +101 -104
  2. release_assets.json +17 -19
README.md CHANGED
@@ -14,7 +14,7 @@ pipeline_tag: image-to-image
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  QuickSRNet Large is designed for upscaling images on mobile platforms to sharpen in real-time.
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  This is based on the implementation of QuickSRNetLarge found [here](https://github.com/quic/aimet-model-zoo/tree/develop/aimet_zoo_torch/quicksrnet).
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- This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.58.0/src/qai_hub_models/models/quicksrnetlarge) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
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  Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
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@@ -27,26 +27,26 @@ 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 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetlarge/releases/v0.58.0/quicksrnetlarge-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/quicksrnetlarge/releases/v0.58.0/quicksrnetlarge-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/quicksrnetlarge/releases/v0.58.0/quicksrnetlarge-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/quicksrnetlarge/releases/v0.58.0/quicksrnetlarge-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/quicksrnetlarge/releases/v0.58.0/quicksrnetlarge-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/quicksrnetlarge/releases/v0.58.0/quicksrnetlarge-tflite-w8a8.zip)
36
 
37
  For more device-specific assets and performance metrics, visit **[QuickSRNetLarge on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/quicksrnetlarge)**.
38
 
39
 
40
  ### Option 2: Export with Custom Configurations
41
 
42
- Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.58.0/src/qai_hub_models/models/quicksrnetlarge) Python library to compile and export the model with your own:
43
  - Custom weights (e.g., fine-tuned checkpoints)
44
  - Custom input shapes
45
  - Target device and runtime configurations
46
 
47
  This option is ideal if you need to customize the model beyond the default configuration provided here.
48
 
49
- See our repository for [QuickSRNetLarge on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.58.0/src/qai_hub_models/models/quicksrnetlarge) for usage instructions.
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51
  ## Model Details
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@@ -62,102 +62,99 @@ See our repository for [QuickSRNetLarge on GitHub](https://github.com/qualcomm/a
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  ## Performance Summary
63
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
64
  |---|---|---|---|---|---|---
65
- | QuickSRNetLarge | ONNX | float | Snapdragon® X2 Elite | 1.203 ms | 8 - 8 MB | NPU
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- | QuickSRNetLarge | ONNX | float | Snapdragon® X Elite | 1.996 ms | 8 - 8 MB | NPU
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- | QuickSRNetLarge | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.436 ms | 0 - 38 MB | NPU
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- | QuickSRNetLarge | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 3.451 ms | 0 - 45 MB | NPU
69
- | QuickSRNetLarge | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.907 ms | 0 - 2 MB | NPU
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- | QuickSRNetLarge | ONNX | float | Qualcomm® QCS8450 | 3.451 ms | 0 - 45 MB | NPU
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- | QuickSRNetLarge | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 3.326 ms | 8 - 11 MB | NPU
72
- | QuickSRNetLarge | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.94 ms | 0 - 23 MB | NPU
73
- | QuickSRNetLarge | ONNX | float | Snapdragon® 8 Elite Mobile | 1.2 ms | 0 - 20 MB | NPU
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- | QuickSRNetLarge | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 1.2 ms | 0 - 20 MB | NPU
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- | QuickSRNetLarge | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 1.996 ms | 8 - 8 MB | NPU
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- | QuickSRNetLarge | ONNX | w8a8 | Snapdragon® X2 Elite | 0.353 ms | 3 - 3 MB | NPU
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- | QuickSRNetLarge | ONNX | w8a8 | Snapdragon® X Elite | 0.785 ms | 3 - 3 MB | NPU
78
- | QuickSRNetLarge | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.523 ms | 0 - 37 MB | NPU
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- | QuickSRNetLarge | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.071 ms | 0 - 41 MB | NPU
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  | QuickSRNetLarge | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 3.141 ms | 0 - 3 MB | NPU
81
- | QuickSRNetLarge | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.777 ms | 0 - 2 MB | NPU
82
- | QuickSRNetLarge | ONNX | w8a8 | Qualcomm® QCS8450 | 1.071 ms | 0 - 41 MB | NPU
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- | QuickSRNetLarge | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.384 ms | 0 - 24 MB | NPU
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- | QuickSRNetLarge | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.106 ms | 0 - 25 MB | NPU
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- | QuickSRNetLarge | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.329 ms | 0 - 24 MB | NPU
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- | QuickSRNetLarge | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.909 ms | 0 - 3 MB | NPU
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- | QuickSRNetLarge | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 9.034 ms | 2 - 140 MB | NPU
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- | QuickSRNetLarge | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 1.106 ms | 0 - 25 MB | NPU
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- | QuickSRNetLarge | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.384 ms | 0 - 24 MB | NPU
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- | QuickSRNetLarge | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.785 ms | 3 - 3 MB | NPU
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- | QuickSRNetLarge | QNN_DLC | float | Snapdragon® X2 Elite | 1.245 ms | 0 - 0 MB | NPU
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- | QuickSRNetLarge | QNN_DLC | float | Snapdragon® X Elite | 1.997 ms | 0 - 0 MB | NPU
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- | QuickSRNetLarge | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.286 ms | 0 - 37 MB | NPU
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- | QuickSRNetLarge | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 3.315 ms | 0 - 43 MB | NPU
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- | QuickSRNetLarge | QNN_DLC | float | Qualcomm® QCS8275 | 11.857 ms | 0 - 22 MB | NPU
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- | QuickSRNetLarge | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.808 ms | 0 - 8 MB | NPU
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- | QuickSRNetLarge | QNN_DLC | float | Qualcomm® SA8775P | 3.405 ms | 0 - 24 MB | NPU
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- | QuickSRNetLarge | QNN_DLC | float | Qualcomm® SA8650P | 3.405 ms | 0 - 24 MB | NPU
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- | QuickSRNetLarge | QNN_DLC | float | Qualcomm® SA8255P | 3.405 ms | 0 - 24 MB | NPU
100
- | QuickSRNetLarge | QNN_DLC | float | Qualcomm® QCS8450 | 3.315 ms | 0 - 43 MB | NPU
101
- | QuickSRNetLarge | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 3.24 ms | 2 - 7 MB | NPU
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- | QuickSRNetLarge | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.869 ms | 0 - 24 MB | NPU
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- | QuickSRNetLarge | QNN_DLC | float | Qualcomm® SA7255P | 11.857 ms | 0 - 22 MB | NPU
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- | QuickSRNetLarge | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 1.032 ms | 0 - 23 MB | NPU
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- | QuickSRNetLarge | QNN_DLC | float | Qualcomm® SA8295P | 3.944 ms | 0 - 20 MB | NPU
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- | QuickSRNetLarge | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 1.032 ms | 0 - 23 MB | NPU
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- | QuickSRNetLarge | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 1.997 ms | 0 - 0 MB | NPU
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- | QuickSRNetLarge | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.397 ms | 0 - 0 MB | NPU
109
- | QuickSRNetLarge | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.769 ms | 0 - 0 MB | NPU
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- | QuickSRNetLarge | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.439 ms | 0 - 33 MB | NPU
111
- | QuickSRNetLarge | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.816 ms | 0 - 39 MB | NPU
112
- | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 3.086 ms | 0 - 2 MB | NPU
113
- | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 2.091 ms | 0 - 24 MB | NPU
114
- | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.647 ms | 0 - 1 MB | NPU
115
- | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.86 ms | 0 - 26 MB | NPU
116
- | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® SA8650P | 0.86 ms | 0 - 26 MB | NPU
117
- | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® SA8255P | 0.86 ms | 0 - 26 MB | NPU
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- | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 0.816 ms | 0 - 39 MB | NPU
119
- | QuickSRNetLarge | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.373 ms | 0 - 24 MB | NPU
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- | QuickSRNetLarge | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.905 ms | 0 - 22 MB | NPU
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- | QuickSRNetLarge | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.273 ms | 0 - 25 MB | NPU
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- | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.753 ms | 2 - 4 MB | NPU
123
- | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 8.33 ms | 0 - 136 MB | NPU
124
- | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® SA7255P | 2.091 ms | 0 - 24 MB | NPU
125
- | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.364 ms | 0 - 21 MB | NPU
126
- | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.905 ms | 0 - 22 MB | NPU
127
- | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.373 ms | 0 - 24 MB | NPU
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- | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.769 ms | 0 - 0 MB | NPU
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- | QuickSRNetLarge | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.449 ms | 0 - 39 MB | NPU
130
- | QuickSRNetLarge | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 3.557 ms | 0 - 44 MB | NPU
131
- | QuickSRNetLarge | TFLITE | float | Qualcomm® QCS8275 | 12.202 ms | 3 - 27 MB | NPU
132
- | QuickSRNetLarge | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 2.138 ms | 0 - 2 MB | NPU
133
- | QuickSRNetLarge | TFLITE | float | Qualcomm® SA8775P | 3.8 ms | 0 - 26 MB | NPU
134
- | QuickSRNetLarge | TFLITE | float | Qualcomm® SA8650P | 3.8 ms | 0 - 26 MB | NPU
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- | QuickSRNetLarge | TFLITE | float | Qualcomm® SA8255P | 3.8 ms | 0 - 26 MB | NPU
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- | QuickSRNetLarge | TFLITE | float | Qualcomm® QCS8450 | 3.557 ms | 0 - 44 MB | NPU
137
- | QuickSRNetLarge | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 3.62 ms | 3 - 9 MB | NPU
138
- | QuickSRNetLarge | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.879 ms | 0 - 26 MB | NPU
139
- | QuickSRNetLarge | TFLITE | float | Qualcomm® SA7255P | 12.202 ms | 3 - 27 MB | NPU
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- | QuickSRNetLarge | TFLITE | float | Snapdragon® 8 Elite Mobile | 1.078 ms | 0 - 24 MB | NPU
141
- | QuickSRNetLarge | TFLITE | float | Qualcomm® SA8295P | 4.212 ms | 0 - 22 MB | NPU
142
- | QuickSRNetLarge | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 1.078 ms | 0 - 24 MB | NPU
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- | QuickSRNetLarge | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.49 ms | 0 - 34 MB | NPU
144
- | QuickSRNetLarge | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.91 ms | 0 - 40 MB | NPU
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- | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 2.946 ms | 0 - 3 MB | NPU
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- | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® QCS8275 | 2.179 ms | 0 - 26 MB | NPU
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- | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.785 ms | 0 - 1 MB | NPU
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- | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® SA8775P | 1.004 ms | 0 - 27 MB | NPU
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- | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® SA8650P | 1.004 ms | 0 - 27 MB | NPU
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- | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® SA8255P | 1.004 ms | 0 - 27 MB | NPU
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- | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® QCS8450 | 0.91 ms | 0 - 40 MB | NPU
152
- | QuickSRNetLarge | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.386 ms | 0 - 29 MB | NPU
153
- | QuickSRNetLarge | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.973 ms | 0 - 24 MB | NPU
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- | QuickSRNetLarge | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.3 ms | 0 - 26 MB | NPU
155
- | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.919 ms | 0 - 3 MB | NPU
156
- | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 8.548 ms | 0 - 136 MB | NPU
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- | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® SA7255P | 2.179 ms | 0 - 26 MB | NPU
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- | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® SA8295P | 1.469 ms | 0 - 23 MB | NPU
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- | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.973 ms | 0 - 24 MB | NPU
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- | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.386 ms | 0 - 29 MB | NPU
161
 
162
  ## License
163
  * The license for the original implementation of QuickSRNetLarge can be found
 
14
  QuickSRNet Large is designed for upscaling images on mobile platforms to sharpen in real-time.
15
 
16
  This is based on the implementation of QuickSRNetLarge found [here](https://github.com/quic/aimet-model-zoo/tree/develop/aimet_zoo_torch/quicksrnet).
17
+ This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.59.0/src/qai_hub_models/models/quicksrnetlarge) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
18
 
19
  Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
20
 
 
27
 
28
  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
30
+ | ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetlarge/releases/v0.59.0/quicksrnetlarge-onnx-float.zip)
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+ | ONNX | w8a8 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetlarge/releases/v0.59.0/quicksrnetlarge-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/quicksrnetlarge/releases/v0.59.0/quicksrnetlarge-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/quicksrnetlarge/releases/v0.59.0/quicksrnetlarge-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/quicksrnetlarge/releases/v0.59.0/quicksrnetlarge-tflite-float.zip)
35
+ | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetlarge/releases/v0.59.0/quicksrnetlarge-tflite-w8a8.zip)
36
 
37
  For more device-specific assets and performance metrics, visit **[QuickSRNetLarge on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/quicksrnetlarge)**.
38
 
39
 
40
  ### Option 2: Export with Custom Configurations
41
 
42
+ Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.59.0/src/qai_hub_models/models/quicksrnetlarge) Python library to compile and export the model with your own:
43
  - Custom weights (e.g., fine-tuned checkpoints)
44
  - Custom input shapes
45
  - Target device and runtime configurations
46
 
47
  This option is ideal if you need to customize the model beyond the default configuration provided here.
48
 
49
+ See our repository for [QuickSRNetLarge on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.59.0/src/qai_hub_models/models/quicksrnetlarge) for usage instructions.
50
 
51
  ## Model Details
52
 
 
62
  ## Performance Summary
63
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
64
  |---|---|---|---|---|---|---
65
+ | QuickSRNetLarge | ONNX | float | Snapdragon® X2 Elite | 1.195 ms | 9 - 9 MB | NPU
66
+ | QuickSRNetLarge | ONNX | float | Snapdragon® X Elite | 1.964 ms | 8 - 8 MB | NPU
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+ | QuickSRNetLarge | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.431 ms | 0 - 38 MB | NPU
68
+ | QuickSRNetLarge | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 3.419 ms | 0 - 45 MB | NPU
69
+ | QuickSRNetLarge | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.908 ms | 0 - 2 MB | NPU
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+ | QuickSRNetLarge | ONNX | float | Qualcomm® QCS8450 | 3.419 ms | 0 - 45 MB | NPU
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+ | QuickSRNetLarge | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 3.33 ms | 8 - 10 MB | NPU
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+ | QuickSRNetLarge | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 1.964 ms | 8 - 8 MB | NPU
73
+ | QuickSRNetLarge | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 1.202 ms | 0 - 26 MB | NPU
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+ | QuickSRNetLarge | ONNX | float | Snapdragon® 8 Elite Mobile | 1.202 ms | 0 - 26 MB | NPU
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+ | QuickSRNetLarge | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.943 ms | 0 - 23 MB | NPU
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+ | QuickSRNetLarge | ONNX | w8a8 | Snapdragon® X2 Elite | 0.355 ms | 3 - 3 MB | NPU
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+ | QuickSRNetLarge | ONNX | w8a8 | Snapdragon® X Elite | 0.791 ms | 3 - 3 MB | NPU
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+ | QuickSRNetLarge | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.509 ms | 37 - 74 MB | NPU
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+ | QuickSRNetLarge | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.073 ms | 1 - 41 MB | NPU
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  | QuickSRNetLarge | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 3.141 ms | 0 - 3 MB | NPU
81
+ | QuickSRNetLarge | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.78 ms | 0 - 2 MB | NPU
82
+ | QuickSRNetLarge | ONNX | w8a8 | Qualcomm® QCS8450 | 1.073 ms | 1 - 41 MB | NPU
83
+ | QuickSRNetLarge | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 1.058 ms | 0 - 3 MB | NPU
84
+ | QuickSRNetLarge | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.791 ms | 3 - 3 MB | NPU
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+ | QuickSRNetLarge | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.383 ms | 0 - 26 MB | NPU
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+ | QuickSRNetLarge | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.383 ms | 0 - 26 MB | NPU
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+ | QuickSRNetLarge | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.335 ms | 0 - 26 MB | NPU
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+ | QuickSRNetLarge | QNN_DLC | float | Snapdragon® X2 Elite | 1.237 ms | 0 - 0 MB | NPU
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+ | QuickSRNetLarge | QNN_DLC | float | Snapdragon® X Elite | 2.008 ms | 0 - 0 MB | NPU
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+ | QuickSRNetLarge | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.283 ms | 0 - 36 MB | NPU
91
+ | QuickSRNetLarge | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 3.276 ms | 0 - 43 MB | NPU
92
+ | QuickSRNetLarge | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8275 | 11.834 ms | 0 - 23 MB | NPU
93
+ | QuickSRNetLarge | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.807 ms | 0 - 2 MB | NPU
94
+ | QuickSRNetLarge | QNN_DLC | float | Qualcomm® SA8775P | 3.406 ms | 0 - 24 MB | NPU
95
+ | QuickSRNetLarge | QNN_DLC | float | Qualcomm® SA8650P | 3.406 ms | 0 - 24 MB | NPU
96
+ | QuickSRNetLarge | QNN_DLC | float | Qualcomm® SA8255P | 3.406 ms | 0 - 24 MB | NPU
97
+ | QuickSRNetLarge | QNN_DLC | float | Qualcomm® QCS8450 | 3.276 ms | 0 - 43 MB | NPU
98
+ | QuickSRNetLarge | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 3.243 ms | 0 - 5 MB | NPU
99
+ | QuickSRNetLarge | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 2.008 ms | 0 - 0 MB | NPU
100
+ | QuickSRNetLarge | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 1.041 ms | 0 - 29 MB | NPU
101
+ | QuickSRNetLarge | QNN_DLC | float | Qualcomm® SA7255P | 11.834 ms | 0 - 23 MB | NPU
102
+ | QuickSRNetLarge | QNN_DLC | float | Qualcomm® SA8295P | 3.937 ms | 0 - 20 MB | NPU
103
+ | QuickSRNetLarge | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 1.041 ms | 0 - 29 MB | NPU
104
+ | QuickSRNetLarge | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.862 ms | 0 - 25 MB | NPU
105
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.401 ms | 0 - 0 MB | NPU
106
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.761 ms | 0 - 0 MB | NPU
107
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.44 ms | 0 - 34 MB | NPU
108
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.817 ms | 0 - 39 MB | NPU
109
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 3.075 ms | 2 - 4 MB | NPU
110
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8275 | 2.079 ms | 0 - 24 MB | NPU
111
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.664 ms | 0 - 4 MB | NPU
112
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.848 ms | 0 - 26 MB | NPU
113
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® SA8650P | 0.848 ms | 0 - 26 MB | NPU
114
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® SA8255P | 0.848 ms | 0 - 26 MB | NPU
115
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 0.817 ms | 0 - 39 MB | NPU
116
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.75 ms | 2 - 4 MB | NPU
117
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.761 ms | 0 - 0 MB | NPU
118
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 8.321 ms | 0 - 135 MB | NPU
119
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.913 ms | 0 - 22 MB | NPU
120
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.365 ms | 0 - 24 MB | NPU
121
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® SA7255P | 2.079 ms | 0 - 24 MB | NPU
122
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.408 ms | 0 - 21 MB | NPU
123
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.365 ms | 0 - 24 MB | NPU
124
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.273 ms | 0 - 26 MB | NPU
125
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.913 ms | 0 - 22 MB | NPU
126
+ | QuickSRNetLarge | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.453 ms | 0 - 39 MB | NPU
127
+ | QuickSRNetLarge | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 3.516 ms | 0 - 44 MB | NPU
128
+ | QuickSRNetLarge | TFLITE | float | Qualcomm® Dragonwing™ QCS8275 | 12.216 ms | 3 - 28 MB | NPU
129
+ | QuickSRNetLarge | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 2.148 ms | 0 - 1 MB | NPU
130
+ | QuickSRNetLarge | TFLITE | float | Qualcomm® SA8775P | 3.82 ms | 0 - 26 MB | NPU
131
+ | QuickSRNetLarge | TFLITE | float | Qualcomm® SA8650P | 3.82 ms | 0 - 26 MB | NPU
132
+ | QuickSRNetLarge | TFLITE | float | Qualcomm® SA8255P | 3.82 ms | 0 - 26 MB | NPU
133
+ | QuickSRNetLarge | TFLITE | float | Qualcomm® QCS8450 | 3.516 ms | 0 - 44 MB | NPU
134
+ | QuickSRNetLarge | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 3.619 ms | 3 - 9 MB | NPU
135
+ | QuickSRNetLarge | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 1.077 ms | 0 - 24 MB | NPU
136
+ | QuickSRNetLarge | TFLITE | float | Qualcomm® SA7255P | 12.216 ms | 3 - 28 MB | NPU
137
+ | QuickSRNetLarge | TFLITE | float | Qualcomm® SA8295P | 4.167 ms | 3 - 25 MB | NPU
138
+ | QuickSRNetLarge | TFLITE | float | Snapdragon® 8 Elite Mobile | 1.077 ms | 0 - 24 MB | NPU
139
+ | QuickSRNetLarge | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.875 ms | 0 - 27 MB | NPU
140
+ | QuickSRNetLarge | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.487 ms | 0 - 35 MB | NPU
141
+ | QuickSRNetLarge | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.912 ms | 1 - 41 MB | NPU
142
+ | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 3.171 ms | 0 - 3 MB | NPU
143
+ | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8275 | 2.176 ms | 0 - 26 MB | NPU
144
+ | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.783 ms | 0 - 4 MB | NPU
145
+ | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® SA8775P | 1.012 ms | 0 - 27 MB | NPU
146
+ | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® SA8650P | 1.012 ms | 0 - 27 MB | NPU
147
+ | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® SA8255P | 1.012 ms | 0 - 27 MB | NPU
148
+ | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® QCS8450 | 0.912 ms | 1 - 41 MB | NPU
149
+ | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.971 ms | 0 - 3 MB | NPU
150
+ | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 8.547 ms | 2 - 138 MB | NPU
151
+ | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.97 ms | 0 - 24 MB | NPU
152
+ | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.383 ms | 0 - 24 MB | NPU
153
+ | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® SA7255P | 2.176 ms | 0 - 26 MB | NPU
154
+ | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® SA8295P | 1.465 ms | 0 - 23 MB | NPU
155
+ | QuickSRNetLarge | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.383 ms | 0 - 24 MB | NPU
156
+ | QuickSRNetLarge | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.301 ms | 0 - 27 MB | NPU
157
+ | QuickSRNetLarge | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.97 ms | 0 - 24 MB | NPU
 
 
 
158
 
159
  ## License
160
  * The license for the original implementation of QuickSRNetLarge can be found
release_assets.json CHANGED
@@ -1,51 +1,49 @@
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  {
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- "version": "0.58.0",
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  "precisions": {
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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/quicksrnetlarge/releases/v0.58.0/quicksrnetlarge-qnn_dlc-w8a8.zip"
18
  },
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- "onnx": {
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  "tool_versions": {
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23
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetlarge/releases/v0.58.0/quicksrnetlarge-onnx-w8a8.zip"
25
  }
26
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27
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- "float": {
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetlarge/releases/v0.58.0/quicksrnetlarge-tflite-float.zip"
36
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  "qnn_dlc": {
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40
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetlarge/releases/v0.58.0/quicksrnetlarge-qnn_dlc-float.zip"
42
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetlarge/releases/v0.58.0/quicksrnetlarge-onnx-float.zip"
49
  }
50
  }
51
  }
 
1
  {
2
+ "version": "0.59.0",
3
  "precisions": {
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+ "float": {
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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/quicksrnetlarge/releases/v0.59.0/quicksrnetlarge-qnn_dlc-float.zip"
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+ "tflite": {
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24
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  "qnn_dlc": {
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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/quicksrnetlarge/releases/v0.59.0/quicksrnetlarge-qnn_dlc-w8a8.zip"
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  },
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+ "tflite": {
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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/quicksrnetlarge/releases/v0.59.0/quicksrnetlarge-tflite-w8a8.zip"
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