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WideResNet50

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v0.53.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.53.0 for changelog.

Files changed (2) hide show
  1. README.md +89 -68
  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 |
30
  |---|---|---|---|---|
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- | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/wideresnet50/releases/v0.52.0/wideresnet50-onnx-float.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/wideresnet50/releases/v0.52.0/wideresnet50-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/wideresnet50/releases/v0.52.0/wideresnet50-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/wideresnet50/releases/v0.52.0/wideresnet50-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/wideresnet50/releases/v0.52.0/wideresnet50-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/wideresnet50/releases/v0.52.0/wideresnet50-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[WideResNet50 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/wideresnet50)**.
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@@ -63,73 +63,94 @@ See our repository for [WideResNet50 on GitHub](https://github.com/qualcomm/ai-h
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  ## Performance Summary
64
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
65
  |---|---|---|---|---|---|---
66
- | WideResNet50 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.64 ms | 1 - 189 MB | NPU
67
- | WideResNet50 | ONNX | float | Snapdragon® X2 Elite | 2.187 ms | 132 - 132 MB | NPU
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- | WideResNet50 | ONNX | float | Snapdragon® X Elite | 4.439 ms | 132 - 132 MB | NPU
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- | WideResNet50 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 3.468 ms | 0 - 226 MB | NPU
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- | WideResNet50 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 4.568 ms | 1 - 366 MB | NPU
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- | WideResNet50 | ONNX | float | Qualcomm® QCS9075 | 6.776 ms | 1 - 4 MB | NPU
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- | WideResNet50 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.81 ms | 0 - 179 MB | NPU
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- | WideResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.149 ms | 0 - 53 MB | NPU
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- | WideResNet50 | ONNX | w8a8 | Snapdragon® X2 Elite | 0.819 ms | 66 - 66 MB | NPU
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- | WideResNet50 | ONNX | w8a8 | Snapdragon® X Elite | 1.788 ms | 66 - 66 MB | NPU
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- | WideResNet50 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.413 ms | 0 - 131 MB | NPU
77
- | WideResNet50 | ONNX | w8a8 | Qualcomm® QCS6490 | 77.076 ms | 10 - 111 MB | CPU
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- | WideResNet50 | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.857 ms | 0 - 99 MB | NPU
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- | WideResNet50 | ONNX | w8a8 | Qualcomm® QCS9075 | 1.929 ms | 0 - 3 MB | NPU
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- | WideResNet50 | ONNX | w8a8 | Qualcomm® QCM6690 | 61.735 ms | 0 - 9 MB | CPU
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- | WideResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.222 ms | 0 - 54 MB | NPU
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- | WideResNet50 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 57.377 ms | 8 - 16 MB | CPU
83
- | WideResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.554 ms | 1 - 171 MB | NPU
84
- | WideResNet50 | QNN_DLC | float | Snapdragon® X2 Elite | 2.458 ms | 1 - 1 MB | NPU
85
- | WideResNet50 | QNN_DLC | float | Snapdragon® X Elite | 4.69 ms | 1 - 1 MB | NPU
86
- | WideResNet50 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.644 ms | 0 - 224 MB | NPU
87
- | WideResNet50 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 24.506 ms | 1 - 174 MB | NPU
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- | WideResNet50 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 4.834 ms | 1 - 2 MB | NPU
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- | WideResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 7.151 ms | 1 - 169 MB | NPU
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- | WideResNet50 | QNN_DLC | float | Qualcomm® QCS9075 | 7.097 ms | 1 - 3 MB | NPU
 
 
 
 
 
 
 
 
 
91
  | WideResNet50 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 9.199 ms | 0 - 197 MB | NPU
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- | WideResNet50 | QNN_DLC | float | Qualcomm® SA7255P | 24.506 ms | 1 - 174 MB | NPU
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- | WideResNet50 | QNN_DLC | float | Qualcomm® SA8295P | 7.847 ms | 1 - 153 MB | NPU
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- | WideResNet50 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.897 ms | 0 - 175 MB | NPU
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- | WideResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.093 ms | 0 - 56 MB | NPU
96
- | WideResNet50 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.899 ms | 0 - 0 MB | NPU
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- | WideResNet50 | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.798 ms | 0 - 0 MB | NPU
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- | WideResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.41 ms | 0 - 126 MB | NPU
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- | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 7.83 ms | 0 - 2 MB | NPU
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- | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 4.02 ms | 0 - 53 MB | NPU
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- | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.87 ms | 0 - 2 MB | NPU
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- | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 2.014 ms | 0 - 54 MB | NPU
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- | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 1.914 ms | 0 - 2 MB | NPU
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- | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 17.895 ms | 0 - 215 MB | NPU
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- | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 2.518 ms | 0 - 128 MB | NPU
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- | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 4.02 ms | 0 - 53 MB | NPU
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- | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 2.754 ms | 0 - 51 MB | NPU
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- | WideResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.201 ms | 0 - 54 MB | NPU
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- | WideResNet50 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2.853 ms | 0 - 210 MB | NPU
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- | WideResNet50 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.513 ms | 0 - 102 MB | NPU
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- | WideResNet50 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.55 ms | 0 - 215 MB | NPU
112
- | WideResNet50 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 23.784 ms | 0 - 100 MB | NPU
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- | WideResNet50 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 4.75 ms | 0 - 2 MB | NPU
 
 
 
 
 
 
114
  | WideResNet50 | TFLITE | float | Qualcomm® SA8775P | 7.04 ms | 0 - 101 MB | NPU
115
- | WideResNet50 | TFLITE | float | Qualcomm® QCS9075 | 7.057 ms | 0 - 134 MB | NPU
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- | WideResNet50 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 8.181 ms | 0 - 191 MB | NPU
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- | WideResNet50 | TFLITE | float | Qualcomm® SA7255P | 23.784 ms | 0 - 100 MB | NPU
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- | WideResNet50 | TFLITE | float | Qualcomm® SA8295P | 7.772 ms | 0 - 88 MB | NPU
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- | WideResNet50 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.848 ms | 0 - 106 MB | NPU
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- | WideResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.05 ms | 0 - 57 MB | NPU
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- | WideResNet50 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.329 ms | 0 - 131 MB | NPU
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- | WideResNet50 | TFLITE | w8a8 | Qualcomm® QCS6490 | 6.887 ms | 0 - 68 MB | NPU
 
 
 
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  | WideResNet50 | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 3.762 ms | 0 - 52 MB | NPU
124
  | WideResNet50 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.732 ms | 0 - 3 MB | NPU
125
- | WideResNet50 | TFLITE | w8a8 | Qualcomm® SA8775P | 1.887 ms | 0 - 53 MB | NPU
126
- | WideResNet50 | TFLITE | w8a8 | Qualcomm® QCS9075 | 1.75 ms | 0 - 68 MB | NPU
127
- | WideResNet50 | TFLITE | w8a8 | Qualcomm® QCM6690 | 17.549 ms | 0 - 214 MB | NPU
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- | WideResNet50 | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 2.397 ms | 0 - 126 MB | NPU
 
 
129
  | WideResNet50 | TFLITE | w8a8 | Qualcomm® SA7255P | 3.762 ms | 0 - 52 MB | NPU
130
- | WideResNet50 | TFLITE | w8a8 | Qualcomm® SA8295P | 2.572 ms | 0 - 56 MB | NPU
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- | WideResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.118 ms | 0 - 53 MB | NPU
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- | WideResNet50 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2.72 ms | 0 - 208 MB | NPU
 
133
 
134
  ## License
135
  * The license for the original implementation of WideResNet50 can be found
 
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29
  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
+ | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/wideresnet50/releases/v0.53.0/wideresnet50-onnx-float.zip)
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+ | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/wideresnet50/releases/v0.53.0/wideresnet50-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/wideresnet50/releases/v0.53.0/wideresnet50-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/wideresnet50/releases/v0.53.0/wideresnet50-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/wideresnet50/releases/v0.53.0/wideresnet50-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/wideresnet50/releases/v0.53.0/wideresnet50-tflite-w8a8.zip)
37
 
38
  For more device-specific assets and performance metrics, visit **[WideResNet50 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/wideresnet50)**.
39
 
 
63
  ## Performance Summary
64
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
65
  |---|---|---|---|---|---|---
66
+ | WideResNet50 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.635 ms | 1 - 189 MB | NPU
67
+ | WideResNet50 | ONNX | float | Snapdragon® 8 Elite Mobile | 2.813 ms | 0 - 178 MB | NPU
68
+ | WideResNet50 | ONNX | float | Snapdragon® X2 Elite | 2.2 ms | 132 - 132 MB | NPU
69
+ | WideResNet50 | ONNX | float | Snapdragon® X Elite | 4.44 ms | 132 - 132 MB | NPU
70
+ | WideResNet50 | ONNX | float | Snapdragon® X Elite | 4.44 ms | 132 - 132 MB | NPU
71
+ | WideResNet50 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 3.463 ms | 0 - 225 MB | NPU
72
+ | WideResNet50 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 4.558 ms | 1 - 3 MB | NPU
73
+ | WideResNet50 | ONNX | float | Qualcomm® QCS9075 | 6.771 ms | 0 - 4 MB | NPU
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+ | WideResNet50 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.813 ms | 0 - 178 MB | NPU
75
+ | WideResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.153 ms | 0 - 52 MB | NPU
76
+ | WideResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 1.228 ms | 0 - 53 MB | NPU
77
+ | WideResNet50 | ONNX | w8a8 | Snapdragon® X2 Elite | 0.812 ms | 66 - 66 MB | NPU
78
+ | WideResNet50 | ONNX | w8a8 | Snapdragon® X Elite | 1.799 ms | 66 - 66 MB | NPU
79
+ | WideResNet50 | ONNX | w8a8 | Snapdragon® X Elite | 1.799 ms | 66 - 66 MB | NPU
80
+ | WideResNet50 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.409 ms | 0 - 131 MB | NPU
81
+ | WideResNet50 | ONNX | w8a8 | Qualcomm® QCS6490 | 81.996 ms | 10 - 107 MB | CPU
82
+ | WideResNet50 | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.855 ms | 0 - 83 MB | NPU
83
+ | WideResNet50 | ONNX | w8a8 | Qualcomm® QCS9075 | 1.928 ms | 0 - 3 MB | NPU
84
+ | WideResNet50 | ONNX | w8a8 | Qualcomm® QCM6690 | 61.83 ms | 6 - 14 MB | CPU
85
+ | WideResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.228 ms | 0 - 53 MB | NPU
86
+ | WideResNet50 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 57.376 ms | 9 - 18 MB | CPU
87
+ | WideResNet50 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 57.376 ms | 9 - 18 MB | CPU
88
+ | WideResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.562 ms | 1 - 171 MB | NPU
89
+ | WideResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 2.954 ms | 1 - 178 MB | NPU
90
+ | WideResNet50 | QNN_DLC | float | Snapdragon® X2 Elite | 2.501 ms | 1 - 1 MB | NPU
91
+ | WideResNet50 | QNN_DLC | float | Snapdragon® X Elite | 4.697 ms | 1 - 1 MB | NPU
92
+ | WideResNet50 | QNN_DLC | float | Snapdragon® X Elite | 4.697 ms | 1 - 1 MB | NPU
93
+ | WideResNet50 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.648 ms | 0 - 226 MB | NPU
94
+ | WideResNet50 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 24.498 ms | 1 - 173 MB | NPU
95
+ | WideResNet50 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 4.824 ms | 1 - 3 MB | NPU
96
+ | WideResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 7.135 ms | 1 - 169 MB | NPU
97
+ | WideResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 7.135 ms | 1 - 169 MB | NPU
98
+ | WideResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 7.135 ms | 1 - 169 MB | NPU
99
+ | WideResNet50 | QNN_DLC | float | Qualcomm® QCS9075 | 7.066 ms | 1 - 3 MB | NPU
100
  | WideResNet50 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 9.199 ms | 0 - 197 MB | NPU
101
+ | WideResNet50 | QNN_DLC | float | Qualcomm® SA7255P | 24.498 ms | 1 - 173 MB | NPU
102
+ | WideResNet50 | QNN_DLC | float | Qualcomm® SA8295P | 7.85 ms | 1 - 152 MB | NPU
103
+ | WideResNet50 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.954 ms | 1 - 178 MB | NPU
104
+ | WideResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.09 ms | 0 - 57 MB | NPU
105
+ | WideResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 1.18 ms | 0 - 55 MB | NPU
106
+ | WideResNet50 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.873 ms | 0 - 0 MB | NPU
107
+ | WideResNet50 | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.806 ms | 0 - 0 MB | NPU
108
+ | WideResNet50 | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.806 ms | 0 - 0 MB | NPU
109
+ | WideResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.424 ms | 0 - 128 MB | NPU
110
+ | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 7.911 ms | 0 - 2 MB | NPU
111
+ | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 3.981 ms | 0 - 52 MB | NPU
112
+ | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.871 ms | 0 - 2 MB | NPU
113
+ | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 2.016 ms | 0 - 55 MB | NPU
114
+ | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 2.016 ms | 0 - 55 MB | NPU
115
+ | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 2.016 ms | 0 - 55 MB | NPU
116
+ | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 1.902 ms | 0 - 2 MB | NPU
117
+ | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 18.999 ms | 0 - 216 MB | NPU
118
+ | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 2.521 ms | 0 - 128 MB | NPU
119
+ | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 3.981 ms | 0 - 52 MB | NPU
120
+ | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 2.734 ms | 0 - 51 MB | NPU
121
+ | WideResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.18 ms | 0 - 55 MB | NPU
122
+ | WideResNet50 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2.852 ms | 0 - 208 MB | NPU
123
+ | WideResNet50 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2.852 ms | 0 - 208 MB | NPU
124
+ | WideResNet50 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.525 ms | 0 - 102 MB | NPU
125
+ | WideResNet50 | TFLITE | float | Snapdragon® 8 Elite Mobile | 2.855 ms | 0 - 106 MB | NPU
126
+ | WideResNet50 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.543 ms | 0 - 213 MB | NPU
127
+ | WideResNet50 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 23.77 ms | 0 - 100 MB | NPU
128
+ | WideResNet50 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 4.743 ms | 0 - 2 MB | NPU
129
  | WideResNet50 | TFLITE | float | Qualcomm® SA8775P | 7.04 ms | 0 - 101 MB | NPU
130
+ | WideResNet50 | TFLITE | float | Qualcomm® SA8775P | 7.04 ms | 0 - 101 MB | NPU
131
+ | WideResNet50 | TFLITE | float | Qualcomm® SA8775P | 7.04 ms | 0 - 101 MB | NPU
132
+ | WideResNet50 | TFLITE | float | Qualcomm® QCS9075 | 7.051 ms | 0 - 134 MB | NPU
133
+ | WideResNet50 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 8.183 ms | 0 - 189 MB | NPU
134
+ | WideResNet50 | TFLITE | float | Qualcomm® SA7255P | 23.77 ms | 0 - 100 MB | NPU
135
+ | WideResNet50 | TFLITE | float | Qualcomm® SA8295P | 7.744 ms | 0 - 88 MB | NPU
136
+ | WideResNet50 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.855 ms | 0 - 106 MB | NPU
137
+ | WideResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.046 ms | 0 - 56 MB | NPU
138
+ | WideResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 1.126 ms | 0 - 58 MB | NPU
139
+ | WideResNet50 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.347 ms | 0 - 127 MB | NPU
140
+ | WideResNet50 | TFLITE | w8a8 | Qualcomm® QCS6490 | 6.975 ms | 0 - 68 MB | NPU
141
  | WideResNet50 | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 3.762 ms | 0 - 52 MB | NPU
142
  | WideResNet50 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.732 ms | 0 - 3 MB | NPU
143
+ | WideResNet50 | TFLITE | w8a8 | Qualcomm® SA8775P | 1.898 ms | 0 - 53 MB | NPU
144
+ | WideResNet50 | TFLITE | w8a8 | Qualcomm® SA8775P | 1.898 ms | 0 - 53 MB | NPU
145
+ | WideResNet50 | TFLITE | w8a8 | Qualcomm® SA8775P | 1.898 ms | 0 - 53 MB | NPU
146
+ | WideResNet50 | TFLITE | w8a8 | Qualcomm® QCS9075 | 1.739 ms | 0 - 68 MB | NPU
147
+ | WideResNet50 | TFLITE | w8a8 | Qualcomm® QCM6690 | 17.106 ms | 0 - 213 MB | NPU
148
+ | WideResNet50 | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 2.39 ms | 0 - 131 MB | NPU
149
  | WideResNet50 | TFLITE | w8a8 | Qualcomm® SA7255P | 3.762 ms | 0 - 52 MB | NPU
150
+ | WideResNet50 | TFLITE | w8a8 | Qualcomm® SA8295P | 2.58 ms | 0 - 50 MB | NPU
151
+ | WideResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.126 ms | 0 - 58 MB | NPU
152
+ | WideResNet50 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2.722 ms | 0 - 207 MB | NPU
153
+ | WideResNet50 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2.722 ms | 0 - 207 MB | NPU
154
 
155
  ## License
156
  * The license for the original implementation of WideResNet50 can be found
release_assets.json CHANGED
@@ -1,51 +1,51 @@
1
  {
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- "version": "0.52.0",
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  "precisions": {
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- "float": {
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  "universal_assets": {
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  "tflite": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327",
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- "litert": "1.4.2"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/wideresnet50/releases/v0.52.0/wideresnet50-tflite-float.zip"
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  },
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  "qnn_dlc": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/wideresnet50/releases/v0.52.0/wideresnet50-qnn_dlc-float.zip"
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  },
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  "onnx": {
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  "tool_versions": {
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  "qairt": "2.42.0.251225135753_193295",
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  "onnx_runtime": "1.24.3"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/wideresnet50/releases/v0.52.0/wideresnet50-onnx-float.zip"
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  }
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  }
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  },
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- "w8a8": {
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  "universal_assets": {
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  "tflite": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327",
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- "litert": "1.4.2"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/wideresnet50/releases/v0.52.0/wideresnet50-tflite-w8a8.zip"
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  },
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  "qnn_dlc": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/wideresnet50/releases/v0.52.0/wideresnet50-qnn_dlc-w8a8.zip"
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  },
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  "onnx": {
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  "tool_versions": {
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  "qairt": "2.42.0.251225135753_193295",
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  "onnx_runtime": "1.24.3"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/wideresnet50/releases/v0.52.0/wideresnet50-onnx-w8a8.zip"
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  }
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  }
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  }
 
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  {
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+ "version": "0.53.0",
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  "precisions": {
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+ "w8a8": {
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  "universal_assets": {
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  "tflite": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327",
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+ "litert": "1.4.3"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/wideresnet50/releases/v0.53.0/wideresnet50-tflite-w8a8.zip"
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  },
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  "qnn_dlc": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/wideresnet50/releases/v0.53.0/wideresnet50-qnn_dlc-w8a8.zip"
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  },
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  "onnx": {
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  "tool_versions": {
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  "qairt": "2.42.0.251225135753_193295",
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  "onnx_runtime": "1.24.3"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/wideresnet50/releases/v0.53.0/wideresnet50-onnx-w8a8.zip"
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  }
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  }
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  },
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+ "float": {
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  "universal_assets": {
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  "tflite": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327",
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+ "litert": "1.4.3"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/wideresnet50/releases/v0.53.0/wideresnet50-tflite-float.zip"
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  },
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  "qnn_dlc": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/wideresnet50/releases/v0.53.0/wideresnet50-qnn_dlc-float.zip"
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  },
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  "onnx": {
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  "tool_versions": {
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  "qairt": "2.42.0.251225135753_193295",
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  "onnx_runtime": "1.24.3"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/wideresnet50/releases/v0.53.0/wideresnet50-onnx-float.zip"
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  }
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  }
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  }