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WideResNet50

Image Classification
PyTorch
backbone
android
Model card Files
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v0.52.0

Browse files

See https://github.com/qualcomm/ai-hub-models/releases/v0.52.0 for changelog.

Files changed (2) hide show
  1. README.md +33 -33
  2. release_assets.json +9 -9
README.md CHANGED
@@ -28,12 +28,12 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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- | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/wideresnet50/releases/v0.51.0/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/v0.51.0/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/v0.51.0/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/v0.51.0/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/v0.51.0/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/v0.51.0/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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@@ -80,33 +80,33 @@ See our repository for [WideResNet50 on GitHub](https://github.com/qualcomm/ai-h
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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
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- | WideResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.557 ms | 0 - 171 MB | NPU
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- | WideResNet50 | QNN_DLC | float | Snapdragon® X2 Elite | 2.567 ms | 1 - 1 MB | NPU
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- | WideResNet50 | QNN_DLC | float | Snapdragon® X Elite | 4.666 ms | 1 - 1 MB | NPU
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- | WideResNet50 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.656 ms | 0 - 223 MB | NPU
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- | WideResNet50 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 24.488 ms | 1 - 173 MB | NPU
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- | WideResNet50 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 4.843 ms | 1 - 297 MB | NPU
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- | WideResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 7.156 ms | 1 - 169 MB | NPU
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- | WideResNet50 | QNN_DLC | float | Qualcomm® QCS9075 | 7.098 ms | 1 - 3 MB | NPU
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- | WideResNet50 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 9.219 ms | 0 - 198 MB | NPU
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- | WideResNet50 | QNN_DLC | float | Qualcomm® SA7255P | 24.488 ms | 1 - 173 MB | NPU
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- | WideResNet50 | QNN_DLC | float | Qualcomm® SA8295P | 7.831 ms | 1 - 152 MB | NPU
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- | WideResNet50 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.96 ms | 0 - 174 MB | NPU
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- | WideResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.09 ms | 0 - 56 MB | NPU
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- | WideResNet50 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.902 ms | 0 - 0 MB | NPU
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- | WideResNet50 | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.809 ms | 0 - 0 MB | NPU
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- | WideResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.415 ms | 0 - 127 MB | NPU
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- | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 7.95 ms | 2 - 4 MB | NPU
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- | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 3.995 ms | 0 - 52 MB | NPU
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- | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.866 ms | 0 - 2 MB | NPU
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- | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 2.016 ms | 0 - 55 MB | NPU
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- | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 1.901 ms | 2 - 4 MB | NPU
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- | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 17.229 ms | 0 - 214 MB | NPU
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- | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 2.515 ms | 0 - 127 MB | NPU
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- | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 3.995 ms | 0 - 52 MB | NPU
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- | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 2.766 ms | 0 - 51 MB | NPU
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- | WideResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.164 ms | 0 - 53 MB | NPU
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- | WideResNet50 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2.863 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
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  | WideResNet50 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 23.784 ms | 0 - 100 MB | NPU
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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+ | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/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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  | 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
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+ | WideResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.554 ms | 1 - 171 MB | NPU
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+ | WideResNet50 | QNN_DLC | float | Snapdragon® X2 Elite | 2.458 ms | 1 - 1 MB | NPU
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+ | WideResNet50 | QNN_DLC | float | Snapdragon® X Elite | 4.69 ms | 1 - 1 MB | NPU
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+ | WideResNet50 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.644 ms | 0 - 224 MB | NPU
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+ | 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
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+ | 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
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+ | 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
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  | WideResNet50 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 23.784 ms | 0 - 100 MB | NPU
release_assets.json CHANGED
@@ -1,51 +1,51 @@
1
  {
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- "version": "0.51.0",
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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": "1.4.2"
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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/v0.51.0/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/v0.51.0/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/v0.51.0/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": "1.4.2"
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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/v0.51.0/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/v0.51.0/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/v0.51.0/wideresnet50-onnx-float.zip"
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  }
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  }
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  }
 
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"
47
  },
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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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  }