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ResNeXt50

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PyTorch
backbone
bu_auto
android
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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
@@ -29,12 +29,12 @@ 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/resnext50/releases/v0.51.0/resnext50-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/resnext50/releases/v0.51.0/resnext50-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/resnext50/releases/v0.51.0/resnext50-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/resnext50/releases/v0.51.0/resnext50-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/resnext50/releases/v0.51.0/resnext50-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/resnext50/releases/v0.51.0/resnext50-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[ResNeXt50 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/resnext50)**.
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@@ -81,33 +81,33 @@ See our repository for [ResNeXt50 on GitHub](https://github.com/qualcomm/ai-hub-
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  | ResNeXt50 | ONNX | w8a8 | Qualcomm® QCM6690 | 26.538 ms | 3 - 12 MB | CPU
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  | ResNeXt50 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.692 ms | 0 - 68 MB | NPU
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  | ResNeXt50 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 20.706 ms | 5 - 14 MB | CPU
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- | ResNeXt50 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.157 ms | 1 - 75 MB | NPU
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- | ResNeXt50 | QNN_DLC | float | Snapdragon® X2 Elite | 1.447 ms | 1 - 1 MB | NPU
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- | ResNeXt50 | QNN_DLC | float | Snapdragon® X Elite | 2.697 ms | 1 - 1 MB | NPU
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- | ResNeXt50 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.811 ms | 1 - 136 MB | NPU
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- | ResNeXt50 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 12.03 ms | 1 - 71 MB | NPU
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- | ResNeXt50 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 2.573 ms | 1 - 2 MB | NPU
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- | ResNeXt50 | QNN_DLC | float | Qualcomm® SA8775P | 3.825 ms | 1 - 73 MB | NPU
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- | ResNeXt50 | QNN_DLC | float | Qualcomm® QCS9075 | 3.636 ms | 3 - 5 MB | NPU
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- | ResNeXt50 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 4.022 ms | 0 - 113 MB | NPU
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- | ResNeXt50 | QNN_DLC | float | Qualcomm® SA7255P | 12.03 ms | 1 - 71 MB | NPU
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- | ResNeXt50 | QNN_DLC | float | Qualcomm® SA8295P | 4.111 ms | 0 - 56 MB | NPU
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- | ResNeXt50 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.472 ms | 0 - 73 MB | NPU
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- | ResNeXt50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.538 ms | 0 - 75 MB | NPU
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- | ResNeXt50 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.613 ms | 0 - 0 MB | NPU
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- | ResNeXt50 | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.233 ms | 0 - 0 MB | NPU
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- | ResNeXt50 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.78 ms | 0 - 99 MB | NPU
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- | ResNeXt50 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 3.103 ms | 0 - 2 MB | NPU
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- | ResNeXt50 | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 2.454 ms | 0 - 71 MB | NPU
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- | ResNeXt50 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.11 ms | 0 - 129 MB | NPU
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- | ResNeXt50 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.444 ms | 0 - 72 MB | NPU
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- | ResNeXt50 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 1.199 ms | 0 - 2 MB | NPU
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- | ResNeXt50 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 7.622 ms | 0 - 194 MB | NPU
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- | ResNeXt50 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.477 ms | 0 - 100 MB | NPU
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- | ResNeXt50 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 2.454 ms | 0 - 71 MB | NPU
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- | ResNeXt50 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.762 ms | 0 - 68 MB | NPU
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- | ResNeXt50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.635 ms | 0 - 68 MB | NPU
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- | ResNeXt50 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.373 ms | 0 - 75 MB | NPU
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  | ResNeXt50 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.178 ms | 0 - 116 MB | NPU
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  | ResNeXt50 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.771 ms | 0 - 177 MB | NPU
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  | ResNeXt50 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 12.032 ms | 0 - 112 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/resnext50/releases/v0.52.0/resnext50-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/resnext50/releases/v0.52.0/resnext50-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/resnext50/releases/v0.52.0/resnext50-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/resnext50/releases/v0.52.0/resnext50-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/resnext50/releases/v0.52.0/resnext50-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/resnext50/releases/v0.52.0/resnext50-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[ResNeXt50 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/resnext50)**.
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81
  | ResNeXt50 | ONNX | w8a8 | Qualcomm® QCM6690 | 26.538 ms | 3 - 12 MB | CPU
82
  | ResNeXt50 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.692 ms | 0 - 68 MB | NPU
83
  | ResNeXt50 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 20.706 ms | 5 - 14 MB | CPU
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+ | ResNeXt50 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.167 ms | 1 - 75 MB | NPU
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+ | ResNeXt50 | QNN_DLC | float | Snapdragon® X2 Elite | 1.415 ms | 1 - 1 MB | NPU
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+ | ResNeXt50 | QNN_DLC | float | Snapdragon® X Elite | 2.692 ms | 1 - 1 MB | NPU
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+ | ResNeXt50 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.797 ms | 0 - 132 MB | NPU
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+ | ResNeXt50 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 12.02 ms | 1 - 71 MB | NPU
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+ | ResNeXt50 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 2.568 ms | 1 - 3 MB | NPU
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+ | ResNeXt50 | QNN_DLC | float | Qualcomm® SA8775P | 3.832 ms | 1 - 72 MB | NPU
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+ | ResNeXt50 | QNN_DLC | float | Qualcomm® QCS9075 | 3.633 ms | 1 - 3 MB | NPU
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+ | ResNeXt50 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 4.01 ms | 0 - 112 MB | NPU
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+ | ResNeXt50 | QNN_DLC | float | Qualcomm® SA7255P | 12.02 ms | 1 - 71 MB | NPU
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+ | ResNeXt50 | QNN_DLC | float | Qualcomm® SA8295P | 4.11 ms | 0 - 51 MB | NPU
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+ | ResNeXt50 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.466 ms | 1 - 74 MB | NPU
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+ | ResNeXt50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.541 ms | 0 - 75 MB | NPU
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+ | ResNeXt50 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.621 ms | 0 - 0 MB | NPU
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+ | ResNeXt50 | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.239 ms | 0 - 0 MB | NPU
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+ | ResNeXt50 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.787 ms | 0 - 101 MB | NPU
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+ | ResNeXt50 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 3.111 ms | 0 - 2 MB | NPU
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+ | ResNeXt50 | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 2.438 ms | 0 - 69 MB | NPU
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+ | ResNeXt50 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.105 ms | 0 - 2 MB | NPU
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+ | ResNeXt50 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.449 ms | 0 - 72 MB | NPU
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+ | ResNeXt50 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 1.203 ms | 0 - 2 MB | NPU
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+ | ResNeXt50 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 7.601 ms | 0 - 194 MB | NPU
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+ | ResNeXt50 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.457 ms | 0 - 100 MB | NPU
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+ | ResNeXt50 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 2.438 ms | 0 - 69 MB | NPU
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+ | ResNeXt50 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.77 ms | 0 - 68 MB | NPU
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+ | ResNeXt50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.636 ms | 0 - 73 MB | NPU
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+ | ResNeXt50 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.375 ms | 0 - 75 MB | NPU
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  | ResNeXt50 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.178 ms | 0 - 116 MB | NPU
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  | ResNeXt50 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.771 ms | 0 - 177 MB | NPU
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  | ResNeXt50 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 12.032 ms | 0 - 112 MB | NPU
release_assets.json CHANGED
@@ -1,51 +1,51 @@
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  {
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- "version": "0.51.0",
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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/resnext50/releases/v0.51.0/resnext50-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/resnext50/releases/v0.51.0/resnext50-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/resnext50/releases/v0.51.0/resnext50-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/resnext50/releases/v0.51.0/resnext50-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/resnext50/releases/v0.51.0/resnext50-qnn_dlc-w8a8.zip"
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  },
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  "onnx": {
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  "tool_versions": {
45
  "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/resnext50/releases/v0.51.0/resnext50-onnx-w8a8.zip"
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  }
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  }
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  }
 
1
  {
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+ "version": "0.52.0",
3
  "precisions": {
4
+ "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/resnext50/releases/v0.52.0/resnext50-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/resnext50/releases/v0.52.0/resnext50-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",
22
  "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/resnext50/releases/v0.52.0/resnext50-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/resnext50/releases/v0.52.0/resnext50-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/resnext50/releases/v0.52.0/resnext50-qnn_dlc-float.zip"
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  },
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  "onnx": {
44
  "tool_versions": {
45
  "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/resnext50/releases/v0.52.0/resnext50-onnx-float.zip"
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  }
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  }
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  }