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ResNeXt101

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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 +32 -32
  2. release_assets.json +7 -7
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/resnext101/releases/v0.51.0/resnext101-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/resnext101/releases/v0.51.0/resnext101-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/resnext101/releases/v0.51.0/resnext101-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/resnext101/releases/v0.51.0/resnext101-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/resnext101/releases/v0.51.0/resnext101-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/resnext101/releases/v0.51.0/resnext101-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[ResNeXt101 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/resnext101)**.
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@@ -81,33 +81,33 @@ See our repository for [ResNeXt101 on GitHub](https://github.com/qualcomm/ai-hub
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  | ResNeXt101 | ONNX | w8a8 | Qualcomm® QCM6690 | 73.566 ms | 1 - 13 MB | CPU
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  | ResNeXt101 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.891 ms | 0 - 218 MB | NPU
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  | ResNeXt101 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 69.187 ms | 0 - 12 MB | CPU
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- | ResNeXt101 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.14 ms | 0 - 189 MB | NPU
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- | ResNeXt101 | QNN_DLC | float | Snapdragon® X2 Elite | 3.646 ms | 1 - 1 MB | NPU
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  | ResNeXt101 | QNN_DLC | float | Snapdragon® X Elite | 6.916 ms | 1 - 1 MB | NPU
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- | ResNeXt101 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 4.685 ms | 1 - 368 MB | NPU
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- | ResNeXt101 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 35.98 ms | 1 - 181 MB | NPU
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- | ResNeXt101 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 6.738 ms | 1 - 5 MB | NPU
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- | ResNeXt101 | QNN_DLC | float | Qualcomm® SA8775P | 10.3 ms | 1 - 195 MB | NPU
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- | ResNeXt101 | QNN_DLC | float | Qualcomm® QCS9075 | 9.97 ms | 1 - 3 MB | NPU
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- | ResNeXt101 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 9.942 ms | 0 - 309 MB | NPU
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- | ResNeXt101 | QNN_DLC | float | Qualcomm® SA7255P | 35.98 ms | 1 - 181 MB | NPU
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- | ResNeXt101 | QNN_DLC | float | Qualcomm® SA8295P | 10.912 ms | 1 - 134 MB | NPU
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- | ResNeXt101 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.961 ms | 0 - 181 MB | NPU
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- | ResNeXt101 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.496 ms | 0 - 214 MB | NPU
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- | ResNeXt101 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 1.589 ms | 0 - 0 MB | NPU
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- | ResNeXt101 | QNN_DLC | w8a8 | Snapdragon® X Elite | 3.045 ms | 0 - 0 MB | NPU
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- | ResNeXt101 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 2.108 ms | 60 - 318 MB | NPU
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- | ResNeXt101 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 9.27 ms | 2 - 4 MB | NPU
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- | ResNeXt101 | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 6.595 ms | 0 - 210 MB | NPU
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- | ResNeXt101 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 2.917 ms | 0 - 2 MB | NPU
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- | ResNeXt101 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 3.496 ms | 0 - 213 MB | NPU
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- | ResNeXt101 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 3.11 ms | 0 - 2 MB | NPU
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- | ResNeXt101 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 32.518 ms | 0 - 375 MB | NPU
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- | ResNeXt101 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 3.979 ms | 0 - 260 MB | NPU
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- | ResNeXt101 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 6.595 ms | 0 - 210 MB | NPU
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- | ResNeXt101 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 4.243 ms | 0 - 215 MB | NPU
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- | ResNeXt101 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.808 ms | 0 - 210 MB | NPU
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- | ResNeXt101 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 4.051 ms | 0 - 242 MB | NPU
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  | ResNeXt101 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.096 ms | 0 - 364 MB | NPU
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  | ResNeXt101 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 4.586 ms | 0 - 528 MB | NPU
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  | ResNeXt101 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 35.986 ms | 0 - 359 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/resnext101/releases/v0.52.0/resnext101-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/resnext101/releases/v0.52.0/resnext101-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/resnext101/releases/v0.52.0/resnext101-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/resnext101/releases/v0.52.0/resnext101-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/resnext101/releases/v0.52.0/resnext101-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/resnext101/releases/v0.52.0/resnext101-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[ResNeXt101 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/resnext101)**.
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  | ResNeXt101 | ONNX | w8a8 | Qualcomm® QCM6690 | 73.566 ms | 1 - 13 MB | CPU
82
  | ResNeXt101 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.891 ms | 0 - 218 MB | NPU
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  | ResNeXt101 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 69.187 ms | 0 - 12 MB | CPU
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+ | ResNeXt101 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.146 ms | 0 - 188 MB | NPU
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+ | ResNeXt101 | QNN_DLC | float | Snapdragon® X2 Elite | 3.661 ms | 1 - 1 MB | NPU
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  | ResNeXt101 | QNN_DLC | float | Snapdragon® X Elite | 6.916 ms | 1 - 1 MB | NPU
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+ | ResNeXt101 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 4.628 ms | 0 - 364 MB | NPU
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+ | ResNeXt101 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 35.977 ms | 1 - 180 MB | NPU
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+ | ResNeXt101 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 6.75 ms | 1 - 346 MB | NPU
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+ | ResNeXt101 | QNN_DLC | float | Qualcomm® SA8775P | 10.288 ms | 1 - 194 MB | NPU
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+ | ResNeXt101 | QNN_DLC | float | Qualcomm® QCS9075 | 9.967 ms | 3 - 5 MB | NPU
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+ | ResNeXt101 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 10.004 ms | 0 - 309 MB | NPU
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+ | ResNeXt101 | QNN_DLC | float | Qualcomm® SA7255P | 35.977 ms | 1 - 180 MB | NPU
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+ | ResNeXt101 | QNN_DLC | float | Qualcomm® SA8295P | 10.928 ms | 1 - 134 MB | NPU
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+ | ResNeXt101 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.043 ms | 1 - 179 MB | NPU
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+ | ResNeXt101 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.503 ms | 0 - 215 MB | NPU
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+ | ResNeXt101 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 1.588 ms | 0 - 0 MB | NPU
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+ | ResNeXt101 | QNN_DLC | w8a8 | Snapdragon® X Elite | 3.063 ms | 0 - 0 MB | NPU
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+ | ResNeXt101 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 2.104 ms | 0 - 256 MB | NPU
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+ | ResNeXt101 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 9.332 ms | 2 - 4 MB | NPU
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+ | ResNeXt101 | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 6.543 ms | 0 - 210 MB | NPU
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+ | ResNeXt101 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 2.804 ms | 0 - 138 MB | NPU
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+ | ResNeXt101 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 3.49 ms | 0 - 212 MB | NPU
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+ | ResNeXt101 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 3.096 ms | 2 - 4 MB | NPU
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+ | ResNeXt101 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 28.149 ms | 0 - 371 MB | NPU
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+ | ResNeXt101 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 3.98 ms | 0 - 259 MB | NPU
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+ | ResNeXt101 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 6.543 ms | 0 - 210 MB | NPU
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+ | ResNeXt101 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 4.252 ms | 0 - 214 MB | NPU
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+ | ResNeXt101 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.825 ms | 0 - 208 MB | NPU
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+ | ResNeXt101 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 4.054 ms | 0 - 242 MB | NPU
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  | ResNeXt101 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.096 ms | 0 - 364 MB | NPU
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  | ResNeXt101 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 4.586 ms | 0 - 528 MB | NPU
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  | ResNeXt101 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 35.986 ms | 0 - 359 MB | NPU
release_assets.json CHANGED
@@ -1,5 +1,5 @@
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": {
@@ -8,20 +8,20 @@
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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/resnext101/releases/v0.51.0/resnext101-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/resnext101/releases/v0.51.0/resnext101-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/resnext101/releases/v0.51.0/resnext101-onnx-w8a8.zip"
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  }
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  }
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  },
@@ -32,20 +32,20 @@
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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/resnext101/releases/v0.51.0/resnext101-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/resnext101/releases/v0.51.0/resnext101-qnn_dlc-float.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/resnext101/releases/v0.51.0/resnext101-onnx-float.zip"
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  }
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  }
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  }
 
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  {
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+ "version": "0.52.0",
3
  "precisions": {
4
  "w8a8": {
5
  "universal_assets": {
 
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  "qairt": "2.45.0.260326154327",
9
  "litert": "1.4.2"
10
  },
11
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnext101/releases/v0.52.0/resnext101-tflite-w8a8.zip"
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  },
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  "qnn_dlc": {
14
  "tool_versions": {
15
  "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/resnext101/releases/v0.52.0/resnext101-qnn_dlc-w8a8.zip"
18
  },
19
  "onnx": {
20
  "tool_versions": {
21
  "qairt": "2.42.0.251225135753_193295",
22
  "onnx_runtime": "1.24.3"
23
  },
24
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnext101/releases/v0.52.0/resnext101-onnx-w8a8.zip"
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  }
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  }
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  },
 
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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/resnext101/releases/v0.52.0/resnext101-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/resnext101/releases/v0.52.0/resnext101-qnn_dlc-float.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"
47
  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnext101/releases/v0.52.0/resnext101-onnx-float.zip"
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  }
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  }
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  }