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QuickSRNetLarge

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v0.62.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.62.0 for changelog.

Files changed (2) hide show
  1. README.md +103 -107
  2. release_assets.json +7 -7
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/v0.61.0/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 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetlarge/releases/v0.61.0/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/v0.61.0/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/v0.61.0/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/v0.61.0/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/v0.61.0/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/v0.61.0/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/v0.61.0/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/v0.61.0/src/qai_hub_models/models/quicksrnetlarge) for usage instructions.
50
 
51
  ## Model Details
52
 
@@ -62,108 +62,104 @@ 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 | 1.205 ms | 8 - 8 MB | NPU
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- | QuickSRNetLarge | ONNX | float | Snapdragon® X Elite | 1.98 ms | 8 - 8 MB | NPU
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- | QuickSRNetLarge | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.43 ms | 0 - 38 MB | NPU
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- | QuickSRNetLarge | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 3.458 ms | 3 - 48 MB | NPU
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- | QuickSRNetLarge | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 3.841 ms | 6 - 10 MB | NPU
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- | QuickSRNetLarge | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.906 ms | 0 - 2 MB | NPU
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- | QuickSRNetLarge | ONNX | float | Qualcomm® QCS8450 | 3.458 ms | 3 - 48 MB | NPU
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- | QuickSRNetLarge | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 3.363 ms | 7 - 10 MB | NPU
73
- | QuickSRNetLarge | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 1.98 ms | 8 - 8 MB | NPU
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- | QuickSRNetLarge | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 1.199 ms | 0 - 26 MB | NPU
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- | QuickSRNetLarge | ONNX | float | Snapdragon® 8 Elite Mobile | 1.199 ms | 0 - 26 MB | NPU
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- | QuickSRNetLarge | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.942 ms | 0 - 22 MB | NPU
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  | QuickSRNetLarge | ONNX | w8a8 | Snapdragon® X2 Elite | 0.354 ms | 3 - 3 MB | NPU
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- | QuickSRNetLarge | ONNX | w8a8 | Snapdragon® X Elite | 0.784 ms | 3 - 3 MB | NPU
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- | QuickSRNetLarge | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.518 ms | 0 - 36 MB | NPU
80
- | QuickSRNetLarge | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.072 ms | 1 - 42 MB | NPU
81
- | QuickSRNetLarge | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 3.121 ms | 0 - 3 MB | NPU
82
- | QuickSRNetLarge | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.848 ms | 0 - 3 MB | NPU
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- | QuickSRNetLarge | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.778 ms | 0 - 2 MB | NPU
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- | QuickSRNetLarge | ONNX | w8a8 | Qualcomm® QCS8450 | 1.072 ms | 1 - 42 MB | NPU
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- | QuickSRNetLarge | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.916 ms | 0 - 3 MB | NPU
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- | QuickSRNetLarge | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.784 ms | 3 - 3 MB | NPU
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- | QuickSRNetLarge | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 9.018 ms | 2 - 144 MB | NPU
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- | QuickSRNetLarge | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 1.11 ms | 0 - 26 MB | NPU
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- | QuickSRNetLarge | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.38 ms | 0 - 29 MB | NPU
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- | QuickSRNetLarge | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.38 ms | 0 - 29 MB | NPU
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- | QuickSRNetLarge | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.335 ms | 0 - 24 MB | NPU
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- | QuickSRNetLarge | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.11 ms | 0 - 26 MB | NPU
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- | QuickSRNetLarge | QNN_DLC | float | Snapdragon® X2 Elite | 1.233 ms | 0 - 0 MB | NPU
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- | QuickSRNetLarge | QNN_DLC | float | Snapdragon® X Elite | 1.972 ms | 0 - 0 MB | NPU
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- | QuickSRNetLarge | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.282 ms | 0 - 37 MB | NPU
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- | QuickSRNetLarge | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 3.284 ms | 0 - 43 MB | NPU
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- | QuickSRNetLarge | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 3.64 ms | 0 - 6 MB | NPU
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- | QuickSRNetLarge | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 11.855 ms | 0 - 22 MB | NPU
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- | QuickSRNetLarge | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.828 ms | 0 - 11 MB | NPU
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- | QuickSRNetLarge | QNN_DLC | float | Qualcomm® SA8775P | 3.44 ms | 0 - 24 MB | NPU
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- | QuickSRNetLarge | QNN_DLC | float | Qualcomm® SA8650P | 3.44 ms | 0 - 24 MB | NPU
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- | QuickSRNetLarge | QNN_DLC | float | Qualcomm® SA8255P | 3.44 ms | 0 - 24 MB | NPU
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- | QuickSRNetLarge | QNN_DLC | float | Qualcomm® QCS8450 | 3.284 ms | 0 - 43 MB | NPU
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- | QuickSRNetLarge | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 3.252 ms | 2 - 7 MB | NPU
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- | QuickSRNetLarge | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 1.972 ms | 0 - 0 MB | NPU
106
  | QuickSRNetLarge | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 1.042 ms | 0 - 23 MB | NPU
107
- | QuickSRNetLarge | QNN_DLC | float | Qualcomm® SA7255P | 11.855 ms | 0 - 22 MB | NPU
108
- | QuickSRNetLarge | QNN_DLC | float | Qualcomm® SA8295P | 3.943 ms | 0 - 21 MB | NPU
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  | QuickSRNetLarge | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 1.042 ms | 0 - 23 MB | NPU
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- | QuickSRNetLarge | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.868 ms | 0 - 24 MB | NPU
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- | QuickSRNetLarge | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.4 ms | 0 - 0 MB | NPU
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- | QuickSRNetLarge | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.776 ms | 0 - 0 MB | NPU
113
- | QuickSRNetLarge | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.442 ms | 0 - 34 MB | NPU
114
- | QuickSRNetLarge | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.823 ms | 0 - 38 MB | NPU
115
- | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 3.07 ms | 0 - 2 MB | NPU
116
- | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.748 ms | 0 - 3 MB | NPU
117
- | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 2.105 ms | 0 - 24 MB | NPU
118
- | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.644 ms | 0 - 2 MB | NPU
119
- | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.866 ms | 0 - 25 MB | NPU
120
- | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® SA8650P | 0.866 ms | 0 - 25 MB | NPU
121
- | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® SA8255P | 0.866 ms | 0 - 25 MB | NPU
122
- | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 0.823 ms | 0 - 38 MB | NPU
123
- | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.758 ms | 0 - 2 MB | NPU
124
- | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.776 ms | 0 - 0 MB | NPU
125
- | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 8.334 ms | 0 - 135 MB | NPU
126
- | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.909 ms | 0 - 22 MB | NPU
127
- | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.368 ms | 0 - 29 MB | NPU
128
- | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® SA7255P | 2.105 ms | 0 - 24 MB | NPU
129
- | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.407 ms | 11 - 32 MB | NPU
130
- | QuickSRNetLarge | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.368 ms | 0 - 29 MB | NPU
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- | QuickSRNetLarge | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.273 ms | 0 - 25 MB | NPU
132
- | QuickSRNetLarge | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.909 ms | 0 - 22 MB | NPU
133
  | QuickSRNetLarge | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.451 ms | 0 - 39 MB | NPU
134
- | QuickSRNetLarge | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 3.489 ms | 0 - 44 MB | NPU
135
- | QuickSRNetLarge | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 3.835 ms | 3 - 10 MB | NPU
136
- | QuickSRNetLarge | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 12.184 ms | 3 - 28 MB | NPU
137
- | QuickSRNetLarge | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 2.148 ms | 0 - 69 MB | NPU
138
- | QuickSRNetLarge | TFLITE | float | Qualcomm® SA8775P | 3.818 ms | 0 - 26 MB | NPU
139
- | QuickSRNetLarge | TFLITE | float | Qualcomm® SA8650P | 3.818 ms | 0 - 26 MB | NPU
140
- | QuickSRNetLarge | TFLITE | float | Qualcomm® SA8255P | 3.818 ms | 0 - 26 MB | NPU
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- | QuickSRNetLarge | TFLITE | float | Qualcomm® QCS8450 | 3.489 ms | 0 - 44 MB | NPU
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- | QuickSRNetLarge | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 3.625 ms | 3 - 9 MB | NPU
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- | QuickSRNetLarge | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 1.099 ms | 0 - 25 MB | NPU
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- | QuickSRNetLarge | TFLITE | float | Qualcomm® SA7255P | 12.184 ms | 3 - 28 MB | NPU
145
- | QuickSRNetLarge | TFLITE | float | Qualcomm® SA8295P | 4.194 ms | 0 - 22 MB | NPU
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- | QuickSRNetLarge | TFLITE | float | Snapdragon® 8 Elite Mobile | 1.099 ms | 0 - 25 MB | NPU
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- | QuickSRNetLarge | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.883 ms | 0 - 27 MB | NPU
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- | QuickSRNetLarge | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.486 ms | 0 - 35 MB | NPU
149
- | QuickSRNetLarge | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.916 ms | 0 - 40 MB | NPU
150
- | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 3.143 ms | 0 - 3 MB | NPU
151
- | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.8 ms | 0 - 4 MB | NPU
152
- | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 2.167 ms | 0 - 26 MB | NPU
153
- | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.778 ms | 1 - 18 MB | NPU
154
- | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® SA8775P | 0.996 ms | 0 - 27 MB | NPU
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- | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® SA8650P | 0.996 ms | 0 - 27 MB | NPU
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- | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® SA8255P | 0.996 ms | 0 - 27 MB | NPU
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- | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® QCS8450 | 0.916 ms | 0 - 40 MB | NPU
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- | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.895 ms | 0 - 3 MB | NPU
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- | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 8.552 ms | 0 - 136 MB | NPU
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- | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.97 ms | 0 - 24 MB | NPU
161
- | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.387 ms | 0 - 28 MB | NPU
162
- | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® SA7255P | 2.167 ms | 0 - 26 MB | NPU
163
- | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® SA8295P | 1.491 ms | 0 - 23 MB | NPU
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- | QuickSRNetLarge | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.387 ms | 0 - 28 MB | NPU
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- | QuickSRNetLarge | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.301 ms | 0 - 27 MB | NPU
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- | QuickSRNetLarge | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.97 ms | 0 - 24 MB | NPU
167
 
168
  ## License
169
  * 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/v0.62.0/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/v0.62.0/quicksrnetlarge-onnx-float.zip)
31
+ | 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/v0.62.0/quicksrnetlarge-onnx-w8a8.zip)
32
+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetlarge/releases/v0.62.0/quicksrnetlarge-qnn_dlc-float.zip)
33
+ | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetlarge/releases/v0.62.0/quicksrnetlarge-qnn_dlc-w8a8.zip)
34
+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetlarge/releases/v0.62.0/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/v0.62.0/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/v0.62.0/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/v0.62.0/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 | 1.189 ms | 8 - 8 MB | NPU
66
+ | QuickSRNetLarge | ONNX | float | Snapdragon® X Elite | 1.977 ms | 8 - 8 MB | NPU
67
+ | QuickSRNetLarge | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.435 ms | 0 - 38 MB | NPU
68
+ | QuickSRNetLarge | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 3.451 ms | 2 - 47 MB | NPU
69
+ | QuickSRNetLarge | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 3.856 ms | 6 - 10 MB | NPU
70
+ | QuickSRNetLarge | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.91 ms | 0 - 3 MB | NPU
71
+ | QuickSRNetLarge | ONNX | float | Qualcomm® QCS8450 | 3.451 ms | 2 - 47 MB | NPU
72
+ | QuickSRNetLarge | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 3.339 ms | 6 - 9 MB | NPU
73
+ | QuickSRNetLarge | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 1.977 ms | 8 - 8 MB | NPU
74
+ | QuickSRNetLarge | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 1.199 ms | 0 - 21 MB | NPU
75
+ | QuickSRNetLarge | ONNX | float | Snapdragon® 8 Elite Mobile | 1.199 ms | 0 - 21 MB | NPU
76
+ | QuickSRNetLarge | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.916 ms | 0 - 22 MB | NPU
77
  | QuickSRNetLarge | ONNX | w8a8 | Snapdragon® X2 Elite | 0.354 ms | 3 - 3 MB | NPU
78
+ | QuickSRNetLarge | ONNX | w8a8 | Snapdragon® X Elite | 0.792 ms | 3 - 3 MB | NPU
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+ | QuickSRNetLarge | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.508 ms | 0 - 37 MB | NPU
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+ | QuickSRNetLarge | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.068 ms | 2 - 42 MB | NPU
81
+ | QuickSRNetLarge | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 3.139 ms | 2 - 4 MB | NPU
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+ | QuickSRNetLarge | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.862 ms | 0 - 4 MB | NPU
83
+ | QuickSRNetLarge | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.78 ms | 0 - 2 MB | NPU
84
+ | QuickSRNetLarge | ONNX | w8a8 | Qualcomm® QCS8450 | 1.068 ms | 2 - 42 MB | NPU
85
+ | QuickSRNetLarge | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.92 ms | 0 - 3 MB | NPU
86
+ | QuickSRNetLarge | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.792 ms | 3 - 3 MB | NPU
87
+ | QuickSRNetLarge | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 9.0 ms | 2 - 144 MB | NPU
88
+ | QuickSRNetLarge | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 1.11 ms | 1 - 27 MB | NPU
89
+ | QuickSRNetLarge | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.382 ms | 0 - 24 MB | NPU
90
+ | QuickSRNetLarge | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.382 ms | 0 - 24 MB | NPU
91
+ | QuickSRNetLarge | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.332 ms | 0 - 25 MB | NPU
92
+ | QuickSRNetLarge | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.11 ms | 1 - 27 MB | NPU
93
+ | QuickSRNetLarge | QNN_DLC | float | Snapdragon® X2 Elite | 1.221 ms | 0 - 0 MB | NPU
94
+ | QuickSRNetLarge | QNN_DLC | float | Snapdragon® X Elite | 1.993 ms | 0 - 0 MB | NPU
95
+ | QuickSRNetLarge | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.283 ms | 0 - 37 MB | NPU
96
+ | QuickSRNetLarge | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 3.264 ms | 0 - 43 MB | NPU
97
+ | QuickSRNetLarge | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 3.629 ms | 0 - 6 MB | NPU
98
+ | QuickSRNetLarge | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.803 ms | 0 - 2 MB | NPU
99
+ | QuickSRNetLarge | QNN_DLC | float | Qualcomm® SA8775P | 3.409 ms | 0 - 24 MB | NPU
100
+ | QuickSRNetLarge | QNN_DLC | float | Qualcomm® SA8650P | 3.409 ms | 0 - 24 MB | NPU
101
+ | QuickSRNetLarge | QNN_DLC | float | Qualcomm® SA8255P | 3.409 ms | 0 - 24 MB | NPU
102
+ | QuickSRNetLarge | QNN_DLC | float | Qualcomm® QCS8450 | 3.264 ms | 0 - 43 MB | NPU
103
+ | QuickSRNetLarge | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 3.234 ms | 0 - 5 MB | NPU
104
+ | QuickSRNetLarge | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 1.993 ms | 0 - 0 MB | NPU
 
105
  | QuickSRNetLarge | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 1.042 ms | 0 - 23 MB | NPU
106
+ | QuickSRNetLarge | QNN_DLC | float | Qualcomm® SA7255P | 11.845 ms | 0 - 23 MB | NPU
107
+ | QuickSRNetLarge | QNN_DLC | float | Qualcomm® SA8295P | 3.92 ms | 0 - 20 MB | NPU
108
  | QuickSRNetLarge | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 1.042 ms | 0 - 23 MB | NPU
109
+ | QuickSRNetLarge | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.871 ms | 0 - 24 MB | NPU
110
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.505 ms | 0 - 0 MB | NPU
111
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.777 ms | 0 - 0 MB | NPU
112
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.439 ms | 0 - 33 MB | NPU
113
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.821 ms | 0 - 40 MB | NPU
114
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 3.087 ms | 0 - 2 MB | NPU
115
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.746 ms | 0 - 3 MB | NPU
116
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.657 ms | 0 - 2 MB | NPU
117
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.841 ms | 0 - 26 MB | NPU
118
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® SA8650P | 0.841 ms | 0 - 26 MB | NPU
119
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® SA8255P | 0.841 ms | 0 - 26 MB | NPU
120
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 0.821 ms | 0 - 40 MB | NPU
121
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.754 ms | 0 - 2 MB | NPU
122
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.777 ms | 0 - 0 MB | NPU
123
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 8.322 ms | 31 - 165 MB | NPU
124
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.904 ms | 0 - 22 MB | NPU
125
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.376 ms | 0 - 24 MB | NPU
126
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® SA7255P | 2.095 ms | 0 - 24 MB | NPU
127
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.379 ms | 0 - 21 MB | NPU
128
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.376 ms | 0 - 24 MB | NPU
129
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.276 ms | 0 - 26 MB | NPU
130
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.904 ms | 0 - 22 MB | NPU
 
131
  | QuickSRNetLarge | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.451 ms | 0 - 39 MB | NPU
132
+ | QuickSRNetLarge | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 3.504 ms | 0 - 44 MB | NPU
133
+ | QuickSRNetLarge | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 3.832 ms | 3 - 10 MB | NPU
134
+ | QuickSRNetLarge | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 2.137 ms | 0 - 1 MB | NPU
135
+ | QuickSRNetLarge | TFLITE | float | Qualcomm® SA8775P | 3.83 ms | 0 - 26 MB | NPU
136
+ | QuickSRNetLarge | TFLITE | float | Qualcomm® SA8650P | 3.83 ms | 0 - 26 MB | NPU
137
+ | QuickSRNetLarge | TFLITE | float | Qualcomm® SA8255P | 3.83 ms | 0 - 26 MB | NPU
138
+ | QuickSRNetLarge | TFLITE | float | Qualcomm® QCS8450 | 3.504 ms | 0 - 44 MB | NPU
139
+ | QuickSRNetLarge | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 3.614 ms | 3 - 9 MB | NPU
140
+ | QuickSRNetLarge | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 1.081 ms | 0 - 29 MB | NPU
141
+ | QuickSRNetLarge | TFLITE | float | Qualcomm® SA7255P | 12.185 ms | 3 - 29 MB | NPU
142
+ | QuickSRNetLarge | TFLITE | float | Qualcomm® SA8295P | 4.203 ms | 0 - 21 MB | NPU
143
+ | QuickSRNetLarge | TFLITE | float | Snapdragon® 8 Elite Mobile | 1.081 ms | 0 - 29 MB | NPU
144
+ | QuickSRNetLarge | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.874 ms | 0 - 26 MB | NPU
145
+ | QuickSRNetLarge | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.509 ms | 0 - 34 MB | NPU
146
+ | QuickSRNetLarge | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.904 ms | 1 - 41 MB | NPU
147
+ | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 3.182 ms | 0 - 3 MB | NPU
148
+ | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.797 ms | 0 - 4 MB | NPU
149
+ | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.789 ms | 1 - 31 MB | NPU
150
+ | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® SA8775P | 1.004 ms | 0 - 28 MB | NPU
151
+ | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® SA8650P | 1.004 ms | 0 - 28 MB | NPU
152
+ | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® SA8255P | 1.004 ms | 0 - 28 MB | NPU
153
+ | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® QCS8450 | 0.904 ms | 1 - 41 MB | NPU
154
+ | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.881 ms | 0 - 3 MB | NPU
155
+ | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 8.538 ms | 0 - 136 MB | NPU
156
+ | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.972 ms | 0 - 24 MB | NPU
157
+ | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.387 ms | 0 - 24 MB | NPU
158
+ | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® SA7255P | 2.21 ms | 0 - 26 MB | NPU
159
+ | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® SA8295P | 1.455 ms | 0 - 23 MB | NPU
160
+ | QuickSRNetLarge | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.387 ms | 0 - 24 MB | NPU
161
+ | QuickSRNetLarge | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.296 ms | 0 - 26 MB | NPU
162
+ | QuickSRNetLarge | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.972 ms | 0 - 24 MB | NPU
 
 
163
 
164
  ## License
165
  * The license for the original implementation of QuickSRNetLarge can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "version": "0.61.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
@@ -8,19 +8,19 @@
8
  "qairt": "2.45.0.260326154327",
9
  "onnx_runtime": "1.27.1"
10
  },
11
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetlarge/releases/v0.61.0/quicksrnetlarge-onnx-float.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
  "qairt": "2.45.0.260326154327"
16
  },
17
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetlarge/releases/v0.61.0/quicksrnetlarge-qnn_dlc-float.zip"
18
  },
19
  "tflite": {
20
  "tool_versions": {
21
  "qairt": "2.45.0.260326154327"
22
  },
23
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetlarge/releases/v0.61.0/quicksrnetlarge-tflite-float.zip"
24
  }
25
  }
26
  },
@@ -31,19 +31,19 @@
31
  "qairt": "2.45.0.260326154327",
32
  "onnx_runtime": "1.27.1"
33
  },
34
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetlarge/releases/v0.61.0/quicksrnetlarge-onnx-w8a8.zip"
35
  },
36
  "qnn_dlc": {
37
  "tool_versions": {
38
  "qairt": "2.45.0.260326154327"
39
  },
40
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetlarge/releases/v0.61.0/quicksrnetlarge-qnn_dlc-w8a8.zip"
41
  },
42
  "tflite": {
43
  "tool_versions": {
44
  "qairt": "2.45.0.260326154327"
45
  },
46
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetlarge/releases/v0.61.0/quicksrnetlarge-tflite-w8a8.zip"
47
  }
48
  }
49
  }
 
1
  {
2
+ "version": "0.62.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
 
8
  "qairt": "2.45.0.260326154327",
9
  "onnx_runtime": "1.27.1"
10
  },
11
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetlarge/releases/v0.62.0/quicksrnetlarge-onnx-float.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
  "qairt": "2.45.0.260326154327"
16
  },
17
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetlarge/releases/v0.62.0/quicksrnetlarge-qnn_dlc-float.zip"
18
  },
19
  "tflite": {
20
  "tool_versions": {
21
  "qairt": "2.45.0.260326154327"
22
  },
23
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetlarge/releases/v0.62.0/quicksrnetlarge-tflite-float.zip"
24
  }
25
  }
26
  },
 
31
  "qairt": "2.45.0.260326154327",
32
  "onnx_runtime": "1.27.1"
33
  },
34
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetlarge/releases/v0.62.0/quicksrnetlarge-onnx-w8a8.zip"
35
  },
36
  "qnn_dlc": {
37
  "tool_versions": {
38
  "qairt": "2.45.0.260326154327"
39
  },
40
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetlarge/releases/v0.62.0/quicksrnetlarge-qnn_dlc-w8a8.zip"
41
  },
42
  "tflite": {
43
  "tool_versions": {
44
  "qairt": "2.45.0.260326154327"
45
  },
46
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetlarge/releases/v0.62.0/quicksrnetlarge-tflite-w8a8.zip"
47
  }
48
  }
49
  }